{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":23,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":23,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"236c435d078e","filters":{"venue":"New Trends in Qualitative Research"}},"results":[{"id":"W4308512144","doi":"10.36367/ntqr.11.2022.e555","title":"The big challenge out here is getting stuff: How the social determinants of health affect diabetes self-management education for seniors","year":2022,"lang":"en","type":"article","venue":"New Trends in Qualitative Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Lakehead University; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Photovoice; Gerontology; Thematic analysis; Affect (linguistics); Social determinants of health; Socioeconomic status; Medicine; Social support; Rurality; Qualitative research; Psychology; Environmental health; Public health; Nursing; Rural area; Population; Social psychology; Sociology","authors":[{"name":"Pilar Camargo‐Plazas","is_ca":true},{"name":"Madison Robertson","is_ca":true},{"name":"Idevânia G. Costa","is_ca":true},{"name":"Geneviève C. Paré","is_ca":true},{"name":"Beatriz Alvarado","is_ca":true},{"name":"Lenora Duhn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2477201239838463,"gpt":0.5485251416726852,"spread":0.3008050176888389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006169422,0.0004025967,0.0004334953,0.0008819969,0.007267981,0.004677664,0.0009742527,0.00150575,0.00218463],"category_scores_gemma":[0.007775627,0.0003965459,0.0006628405,0.0005862042,0.006846416,0.004078287,0.005855534,0.002880319,0.000187153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005549815,"about_ca_system_score_gemma":0.00561517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04807914,"about_ca_topic_score_gemma":0.1004447,"domain_scores_codex":[0.9965124,0.002242287,0.0000835079,0.0001663479,0.0002396349,0.0007559637],"domain_scores_gemma":[0.9951423,0.002488494,0.0005294424,0.0001097167,0.0003469799,0.001383001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005843468,0.0002019249,0.04303937,0.0002598064,0.00003901096,0.000399889,0.9310752,0.00003253714,0.0002513934,0.001495508,0.002813639,0.02033333],"study_design_scores_gemma":[0.0000106675,0.0001415359,0.03303176,0.0002943632,0.0000405321,0.0001494235,0.9569737,0.00007139533,0.00008910137,0.001306202,0.007867857,0.00002341598],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767954,0.002444071,0.0002751854,0.01534034,0.0001396968,0.00004252032,0.00005265984,0.00001082271,0.004899264],"genre_scores_gemma":[0.9954187,0.001406585,0.0002373995,0.002134088,0.00002967776,0.00002379205,0.00002147707,0.000008139263,0.0007202232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04807914,"threshold_uncertainty_score":0.09559858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226436193","doi":"10.36367/ntqr.10.2022-e514","title":"Conducting international online surveys: Trials, tribulations, and suggestions for success","year":2022,"lang":"en","type":"book","venue":"New Trends in Qualitative Research","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association; Toronto Metropolitan University","funders":"","keywords":"Psychology","authors":[{"name":"Margareth Santos Zanchetta","is_ca":true},{"name":"Marcelo Medeiros","is_ca":false},{"name":"Kateryna Metersky","is_ca":true},{"name":"Walterlânia Silva Santos","is_ca":false},{"name":"Christian Mésenge","is_ca":true},{"name":"Moussa Issa Lessa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9241482293246155,"gpt":0.7371918820097817,"spread":0.1869563473148338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8630956,0.00415416,0.00632379,0.007894278,0.01083628,0.02357867,0.01140496,0.01111827,0.01287547],"category_scores_gemma":[0.9068622,0.003147387,0.006640399,0.01616162,0.0237706,0.03437673,0.01850422,0.01283051,0.0045487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01456933,"about_ca_system_score_gemma":0.04672572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002278033,"about_ca_topic_score_gemma":0.002922133,"domain_scores_codex":[0.0702125,0.858676,0.0416467,0.004665731,0.02260912,0.002189955],"domain_scores_gemma":[0.04922171,0.7594321,0.02704154,0.07291023,0.08725265,0.004141722],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.005787483,0.003002932,0.0159921,0.0351584,0.003505283,0.0002820598,0.0436993,0.001493077,0.0004844973,0.08753417,0.08587458,0.7171862],"study_design_scores_gemma":[0.01387215,0.02430949,0.01617817,0.2982131,0.00495762,0.0007395767,0.078387,0.01447577,0.005292641,0.1578869,0.3843937,0.00129383],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.05144529,0.06147407,0.2497648,0.2987012,0.03435662,0.2401375,0.00160085,0.00344869,0.05907097],"genre_scores_gemma":[0.2092771,0.01477141,0.4083672,0.05932179,0.003530117,0.2974731,0.0009125207,0.001600949,0.004745823],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1369044,"threshold_uncertainty_score":0.1688275,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4280568100","doi":"10.36367/ntqr.10.2022.e514","title":"Conducting international online surveys: Trials, tribulations, and suggestions for success","year":2022,"lang":"en","type":"book","venue":"New Trends in Qualitative Research","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association; Toronto Metropolitan University","funders":"Invention for Innovation","keywords":"Psychology","authors":[{"name":"Margareth Santos Zanchetta","is_ca":true},{"name":"Kateryna Metersky","is_ca":true},{"name":"Marcelo Medeiros","is_ca":false},{"name":"Walterlânia Silva Santos","is_ca":false},{"name":"Christian Mésenge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9241482293246155,"gpt":0.7371918820097817,"spread":0.1869563473148338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8750589,0.004914709,0.006579011,0.01004647,0.01263325,0.03045971,0.01330232,0.01408906,0.01233038],"category_scores_gemma":[0.9008209,0.003408652,0.006428237,0.01742814,0.02961751,0.0437724,0.01950252,0.01389136,0.004325429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01892103,"about_ca_system_score_gemma":0.06516749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002962491,"about_ca_topic_score_gemma":0.004002049,"domain_scores_codex":[0.06708485,0.8589802,0.04123145,0.005408078,0.02509988,0.002195515],"domain_scores_gemma":[0.05940299,0.7564774,0.02624265,0.06804995,0.08480315,0.005023745],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003639315,0.002221876,0.01434643,0.03811216,0.002841146,0.0002501888,0.03506637,0.001347385,0.0003446066,0.1467403,0.07912619,0.675964],"study_design_scores_gemma":[0.008929921,0.01556722,0.01549086,0.3107715,0.004482372,0.0007369764,0.07975076,0.01477145,0.004151247,0.2377753,0.3063108,0.001261609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03107291,0.07461804,0.2369092,0.3382153,0.02820981,0.2380992,0.001555334,0.002674184,0.04864604],"genre_scores_gemma":[0.1579116,0.01738657,0.4429736,0.04928412,0.002881068,0.3233092,0.0008537796,0.001083512,0.004316707],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1249411,"threshold_uncertainty_score":0.1540746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296645304","doi":"10.36367/ntqr.11.2022.e554","title":"Nobody listens, nobody wants to hear you: Access to healthcare/social services for women in Canada","year":2022,"lang":"en","type":"article","venue":"New Trends in Qualitative Research","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Health care; Photovoice; Poverty; nobody; Psychology; Sociology; Political science; Economic growth","authors":[{"name":"Pilar Camargo‐Plazas","is_ca":true},{"name":"Jennifer Waite","is_ca":true},{"name":"Michaela Sparringa","is_ca":true},{"name":"Martha M. Whitfield","is_ca":true},{"name":"Lenora Duhn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3360801863113653,"gpt":0.5652044854996656,"spread":0.2291242991883004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002082882,0.000466253,0.0006714225,0.001169091,0.03550772,0.006855553,0.002135469,0.001600619,0.006401103],"category_scores_gemma":[0.004170575,0.0005211157,0.0003602078,0.002430445,0.008077056,0.001930954,0.004763568,0.003489813,0.0003850178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07062855,"about_ca_system_score_gemma":0.1374258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867799,"about_ca_topic_score_gemma":0.9950605,"domain_scores_codex":[0.9971993,0.0005687269,0.00006373036,0.000182943,0.0006061608,0.001379153],"domain_scores_gemma":[0.9965625,0.000572028,0.0001957935,0.00003918167,0.0007057089,0.00192482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000773514,0.00006288792,0.0229008,0.0002683739,0.00001275964,0.003055545,0.9418834,0.00006351743,0.0009833353,0.002518841,0.009411631,0.01876156],"study_design_scores_gemma":[0.000003057761,0.00002723697,0.008099188,0.0001918583,0.000006760416,0.000257546,0.9674072,0.00004395671,0.0001062357,0.0001336285,0.02369448,0.00002891935],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944751,0.003387662,0.0003665174,0.0228175,0.0003734838,0.0002056629,0.0004889755,0.00003555529,0.02757374],"genre_scores_gemma":[0.9771328,0.002938922,0.0004986118,0.004655,0.00003488556,0.00007119898,0.0001371066,0.00005031862,0.01448116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07062855,"threshold_uncertainty_score":0.5124484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385357542","doi":"10.36367/ntqr.16.2023.e785","title":"“When I Don’t Have Money, I Don’t Eat”: A Critical Hermeneutic Study of Diabetes in Liberia","year":2023,"lang":"en","type":"article","venue":"New Trends in Qualitative Research","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Photovoice; Gerontology; Diabetes mellitus; Psychological intervention; Medicine; Public health; Population; Health care; Faith; Socioeconomic status; Environmental health; Political science; Nursing; Economic growth","authors":[{"name":"Paulina Bleah","is_ca":true},{"name":"Rosemary Wilson","is_ca":true},{"name":"Danielle Macdonald","is_ca":true},{"name":"Pilar Camargo‐Plazas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2902441029592562,"gpt":0.5420183050708154,"spread":0.2517742021115592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01224715,0.0007914874,0.0007072692,0.001551668,0.02395107,0.008689123,0.001849509,0.002289931,0.003276214],"category_scores_gemma":[0.01241407,0.0007691837,0.0005188924,0.0008507679,0.03192018,0.006328502,0.008590954,0.009893639,0.0003723055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01030068,"about_ca_system_score_gemma":0.008652235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01398523,"about_ca_topic_score_gemma":0.02364714,"domain_scores_codex":[0.9903532,0.007243305,0.0001829126,0.0005183687,0.0004258405,0.001276447],"domain_scores_gemma":[0.9930133,0.004241934,0.0008199651,0.0002834445,0.0005572523,0.001084147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001474034,0.00004422069,0.0007672816,0.00003736715,0.000001113966,0.0002583039,0.9956606,0.000004218226,0.0001586962,0.001652498,0.0004216072,0.0009792889],"study_design_scores_gemma":[0.00000337578,0.00002364165,0.0007172996,0.0001081282,0.000001523729,0.000127621,0.9933451,0.00001512661,0.0000700706,0.0003021251,0.005279657,0.000006315599],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674278,0.002151565,0.001302428,0.01651113,0.0003559758,0.0003597669,0.00005422721,0.0000108191,0.01182627],"genre_scores_gemma":[0.9906481,0.001103299,0.0007349878,0.004373285,0.00007872686,0.0002649246,0.00001818108,0.0000172847,0.002761137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02395107,"threshold_uncertainty_score":0.07473701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4397022163","doi":"10.36367/ntqr.20.1.2024.e1013","title":"EXPLORING ARTS-BASED METHODS IN UNPAID CAREGIVING CONTEXTS: A SCOPING REVIEW","year":2024,"lang":"en","type":"review","venue":"New Trends in Qualitative Research","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trent University; McMaster University","funders":"","keywords":"The arts; Unpaid work; Sociology; Psychology; Visual arts; Art; Engineering; Work (physics)","authors":[{"name":"Constance Dupuis","is_ca":true},{"name":"Bharati Sethi","is_ca":true},{"name":"Allison Williams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.797411259737014,"gpt":0.730493015327459,"spread":0.06691824440955496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0244942,0.001577569,0.003834497,0.02383235,0.00256285,0.00847839,0.00237978,0.004428307,0.005374393],"category_scores_gemma":[0.08371656,0.001312958,0.004438173,0.02217626,0.002859963,0.006780853,0.004514687,0.002639219,0.001017173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005025962,"about_ca_system_score_gemma":0.02165345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007843619,"about_ca_topic_score_gemma":0.01604271,"domain_scores_codex":[0.9811917,0.008458335,0.005358174,0.001149753,0.003342631,0.0004993367],"domain_scores_gemma":[0.8793866,0.1058727,0.005934234,0.001590987,0.006696502,0.0005189845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001158542,0.00008848275,0.0008400046,0.5713335,0.0008311836,0.0003654492,0.006069774,0.0003352689,0.0004282373,0.006336566,0.005142351,0.4081133],"study_design_scores_gemma":[0.00002087671,0.00006569002,0.001243801,0.9200686,0.001314982,0.0003890196,0.002812452,0.00008899809,0.0002200202,0.001771074,0.07197557,0.00002904942],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007386053,0.9951053,0.0006954858,0.0007917037,0.0002798757,0.0003624912,0.0000749336,0.000008416622,0.001943139],"genre_scores_gemma":[0.006615581,0.9900818,0.001505386,0.0005137782,0.0001317843,0.000812497,0.00008973846,0.000007496682,0.0002418801],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0244942,"threshold_uncertainty_score":0.1295393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406962165","doi":"10.36367/ntqr.21.1.2025.e1003","title":"CIRCLING THE DATA – LEARNING TO USE FEMINIST POSTSTRUCTURALIST DISCOURSE ANALYSIS","year":2025,"lang":"en","type":"article","venue":"New Trends in Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Sociology; Psychology; Computer science","authors":[{"name":"Danielle Macdonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.749951164907236,"gpt":0.7583952171815697,"spread":0.008444052274333647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1886565,0.001310517,0.001506329,0.005946608,0.01214103,0.01384541,0.004074694,0.00279626,0.01113708],"category_scores_gemma":[0.249457,0.001464352,0.001371811,0.005196687,0.01978604,0.01337118,0.01138887,0.006903972,0.004042228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008610816,"about_ca_system_score_gemma":0.01813325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005113513,"about_ca_topic_score_gemma":0.009946162,"domain_scores_codex":[0.8213284,0.1597081,0.004046982,0.005458166,0.007778798,0.001679587],"domain_scores_gemma":[0.6495899,0.2906863,0.007394596,0.02323865,0.02608964,0.003000852],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008098346,0.0001257121,0.0009038721,0.001264119,0.0000245103,0.0003798204,0.778385,0.0007213985,0.002920826,0.107266,0.01313432,0.09479348],"study_design_scores_gemma":[0.0001175674,0.0001636919,0.0009956327,0.005186975,0.00003094377,0.0004963826,0.4323513,0.004732382,0.005228669,0.2391891,0.3112907,0.000216607],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05546158,0.001303838,0.8459218,0.03335103,0.001894382,0.01341247,0.001280402,0.0010119,0.04636261],"genre_scores_gemma":[0.1527915,0.001536215,0.7928423,0.004930492,0.0002875171,0.03352947,0.0006496691,0.001001482,0.01243127],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8113434,"threshold_uncertainty_score":0.997723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386960599","doi":"10.36367/ntqr.18.2023.e896","title":"LA ADOPCIÓN DE PREP COMO ESTRATEGIA DE PREVENCIÓN DEL VIH EN COLOMBIA: ANÁLISIS SECUNDARIO DE DATOS CUALITATIVOS","year":2023,"lang":"es","type":"article","venue":"New Trends in Qualitative Research","topic":"Sex work and related issues","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Humanities; Human immunodeficiency virus (HIV); Political science; Medicine; Philosophy","authors":[{"name":"Pilar Camargo‐Plazas","is_ca":true},{"name":"María del Pilar Peralta-Ardila","is_ca":false},{"name":"Héctor Fabio Mueses-Marín","is_ca":false},{"name":"Beatriz Alvarado","is_ca":true},{"name":"Sheila Andrea Gómez Peñaloza","is_ca":false},{"name":"Jorge Martínez-Cajas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1826132176777135,"gpt":0.5900711381055327,"spread":0.4074579204278191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002464895,0.00032522,0.0004100873,0.001304728,0.00144796,0.002146361,0.000651578,0.00049462,0.003046218],"category_scores_gemma":[0.01187864,0.0002851575,0.0003975381,0.001615306,0.0006778787,0.001408309,0.001453597,0.001074477,0.000191525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003900754,"about_ca_system_score_gemma":0.006950249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2405751,"about_ca_topic_score_gemma":0.3314269,"domain_scores_codex":[0.9973206,0.001388531,0.0002318017,0.0002955794,0.0003817545,0.0003816919],"domain_scores_gemma":[0.9928216,0.002140749,0.002417483,0.0002509656,0.001678066,0.0006911865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004490127,0.0001474383,0.8266367,0.003072369,0.0002114219,0.00051253,0.0302192,0.0002123255,0.000503367,0.002391902,0.006222882,0.1294209],"study_design_scores_gemma":[0.00002008831,0.0002090538,0.9414937,0.002748109,0.0002939824,0.0003037356,0.02874203,0.0003276845,0.000315848,0.0003691647,0.02512519,0.00005141934],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9288334,0.03462245,0.001431055,0.007133922,0.0001953454,0.0004774637,0.004164614,0.00003665021,0.02310519],"genre_scores_gemma":[0.9869149,0.009012915,0.001249687,0.0005036943,0.00005405872,0.0002311888,0.0006239617,0.00001240697,0.001397181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2405751,"threshold_uncertainty_score":0.4783497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400290701","doi":"10.36367/ntqr.20.2.2024.e957","title":"ADVANCING THE NURSING PROFESSION, RESEARCH AND PERSONAL CAREER GROWTH: NOVICE FACULTY AND COLLABORATIVE WORK","year":2024,"lang":"en","type":"article","venue":"New Trends in Qualitative Research","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Work (physics); Medical education; Psychology; Nursing; Medicine; Engineering","authors":[{"name":"Kateryna Metersky","is_ca":true},{"name":"Areej Al‐Hamad","is_ca":true},{"name":"Mathumesa Muhunthan","is_ca":true},{"name":"Rosanra Yoon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5950375664778776,"gpt":0.7175888607629465,"spread":0.1225512942850688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01299519,0.0003548925,0.000438984,0.001301382,0.01008825,0.01613783,0.001667329,0.00260099,0.0049087],"category_scores_gemma":[0.01500522,0.0002705929,0.0004183113,0.001366379,0.01930972,0.007974464,0.01647557,0.003659146,0.0006280204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004666325,"about_ca_system_score_gemma":0.01452053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002810724,"about_ca_topic_score_gemma":0.005913199,"domain_scores_codex":[0.9815943,0.01358065,0.0006483212,0.000879962,0.002041531,0.001255226],"domain_scores_gemma":[0.9744452,0.01360678,0.002266631,0.00132087,0.001359289,0.007001136],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004931346,0.0002798529,0.01930376,0.001079387,0.00002494523,0.002107128,0.7327127,0.0003097162,0.0004646268,0.07734124,0.008717932,0.1576093],"study_design_scores_gemma":[0.00001334127,0.0002390109,0.01577168,0.002676583,0.00001862444,0.004443915,0.7244569,0.0005474013,0.0005795574,0.06155945,0.1896152,0.00007828294],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6016726,0.0476899,0.02643775,0.08989452,0.00176776,0.0006253899,0.000105863,0.0001957471,0.2316105],"genre_scores_gemma":[0.9730972,0.008476017,0.007273093,0.003113603,0.0002533506,0.0001259951,0.00003835532,0.0000299464,0.00759233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9870048,"threshold_uncertainty_score":0.06872594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386371164","doi":"10.36367/ntqr.16.2023.e786","title":"Collaborative Analysis of Observational Data in Healthcare","year":2023,"lang":"en","type":"article","venue":"New Trends in Qualitative Research","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Observational study; Health care; Construct (python library); Resource (disambiguation); Process (computing); Variety (cybernetics); Focus group; Computer science; Data science; Focus (optics); Management science; Knowledge management; Psychology; Medicine; Sociology; Engineering; Artificial intelligence","authors":[{"name":"Charlotte McCartan","is_ca":true},{"name":"Sharla King","is_ca":true},{"name":"Mary Roduta Roberts","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8060744223771465,"gpt":0.753921291946248,"spread":0.05215313043089853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4122518,0.001834249,0.005003911,0.01807183,0.008109717,0.01379247,0.005022858,0.003138319,0.003549084],"category_scores_gemma":[0.5722758,0.002090763,0.00302508,0.01751962,0.01061855,0.01086295,0.01689121,0.004351361,0.0009157276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008171557,"about_ca_system_score_gemma":0.02679707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006799406,"about_ca_topic_score_gemma":0.007646293,"domain_scores_codex":[0.2847627,0.6355712,0.0338384,0.01518985,0.028872,0.00176578],"domain_scores_gemma":[0.1898621,0.6853037,0.03120614,0.06131713,0.02998813,0.002322744],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007613457,0.0007095839,0.03111808,0.01893068,0.003125044,0.001961209,0.2550625,0.008567508,0.002858004,0.1544013,0.01959267,0.502912],"study_design_scores_gemma":[0.0008025868,0.001297761,0.02866787,0.02760123,0.00138913,0.001434039,0.1317564,0.04407382,0.004782422,0.5589436,0.1983327,0.0009183214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03240859,0.006863293,0.9154105,0.007694455,0.001390885,0.01988086,0.001525624,0.00107245,0.0137535],"genre_scores_gemma":[0.1117422,0.001978281,0.8630753,0.001089853,0.0004711077,0.0193843,0.001052142,0.000221595,0.0009852487],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5877482,"threshold_uncertainty_score":0.7247981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385546036","doi":"10.36367/ntqr.16.2023.e825","title":"Qualitative Research for Interdisciplinary Studies: Multiple Methodologies for Multiple Disciplines","year":2023,"lang":"en","type":"article","venue":"New Trends in Qualitative Research","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universidade do Porto; Inyuvesi Yakwazulu-Natali; Université de Strasbourg; Mokwon University; Western Michigan University; University of West Georgia; Queen's University; University of Pittsburgh; University of Southampton; Escola Superior de Enfermagem de Coimbra; McGill University","keywords":"Qualitative research; Sociology; Meaning (existential); Context (archaeology); Conversation; Engineering ethics; Epistemology; Perception; Social science; Engineering","authors":[{"name":"Elizabeth M. Pope","is_ca":false},{"name":"Catarina Brandão","is_ca":false},{"name":"Kyle L. Bower","is_ca":false},{"name":"Sonia Verdugo-Castro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9354603533201556,"gpt":0.8051812811075844,"spread":0.1302790722125713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3207463,0.002719981,0.004212833,0.01021433,0.01049545,0.01670707,0.005904522,0.004970903,0.01721524],"category_scores_gemma":[0.2943509,0.002547787,0.003395415,0.01510061,0.02002963,0.01022534,0.01915429,0.01599724,0.004334334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01023136,"about_ca_system_score_gemma":0.03141789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002344928,"about_ca_topic_score_gemma":0.004522082,"domain_scores_codex":[0.4538375,0.5052325,0.01431768,0.006217752,0.01901509,0.001379534],"domain_scores_gemma":[0.4618452,0.4549907,0.00962179,0.03982013,0.02945498,0.004267173],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003693375,0.000329046,0.001163325,0.02393984,0.0006158593,0.0005596802,0.1459187,0.001407587,0.002921452,0.3680798,0.09086575,0.3638297],"study_design_scores_gemma":[0.0003753549,0.0003265447,0.001092584,0.02818271,0.0002448998,0.0008859377,0.03788809,0.002731313,0.001566146,0.3092142,0.6170874,0.0004048329],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002125383,0.01683179,0.9007416,0.02587823,0.006241923,0.02334687,0.001010316,0.001057494,0.02276634],"genre_scores_gemma":[0.0108469,0.005604947,0.9435098,0.002838486,0.0005966651,0.03435634,0.0002592138,0.000364824,0.001622774],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6792537,"threshold_uncertainty_score":0.8376408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386259035","doi":"10.36367/ntqr.16.2023.e789","title":"“We’re not There yet”: Exploring Contextual Factors Shaping Canadian Dialysis Nurses’ Engagement in Kidney Supportive Care","year":2023,"lang":"en","type":"article","venue":"New Trends in Qualitative Research","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Lakehead University; Queen's University","funders":"American Nephrology Nurses Association","keywords":"Psychosocial; Dialysis; Nursing; Medicine; Conversation; Advance care planning; Qualitative research; Psychology; Palliative care; Sociology; Psychotherapist","authors":[{"name":"Jovina Concepcion Bachynski","is_ca":true},{"name":"Lenora Duhn","is_ca":true},{"name":"Idevânia G. Costa","is_ca":true},{"name":"Pilar Camargo‐Plazas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7701645172609295,"gpt":0.6201911043286288,"spread":0.1499734129323007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073507,0.0003781408,0.0004490281,0.001467358,0.02209994,0.005680539,0.002187882,0.00099758,0.003247343],"category_scores_gemma":[0.01828046,0.0003963909,0.0003686968,0.002569943,0.007900543,0.002108018,0.006463726,0.002062497,0.000177217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09556741,"about_ca_system_score_gemma":0.1326479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9784852,"about_ca_topic_score_gemma":0.9884494,"domain_scores_codex":[0.9943628,0.002021396,0.0001839833,0.0005129332,0.001111242,0.00180756],"domain_scores_gemma":[0.9895757,0.003825951,0.0009954132,0.0002512199,0.003067378,0.002284313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008928148,0.0000729055,0.09478998,0.0002085502,0.00001508179,0.0005247627,0.885851,0.0001410454,0.000495892,0.002351098,0.001842946,0.01361741],"study_design_scores_gemma":[0.000006292608,0.00003483166,0.06206425,0.0002320772,0.00001298245,0.00005526203,0.9259824,0.0001969396,0.0001193053,0.0003217603,0.01093428,0.00003965798],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878744,0.0005226822,0.0004842734,0.003430689,0.00003476506,0.00009788116,0.000123912,0.000006958631,0.007424403],"genre_scores_gemma":[0.9981207,0.000316664,0.0003671483,0.0004526196,0.000003822893,0.00003361893,0.00004839178,0.000005632643,0.0006514108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09556741,"threshold_uncertainty_score":0.6933933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394997789","doi":"10.36367/ntqr.20.1.2024.e929","title":"INVESTIGACIÓN Y DESARROLLO COMO MOTOR DE DESARROLLO PROFESIONAL PARA LOS DOCENTES","year":2024,"lang":"es","type":"article","venue":"New Trends in Qualitative Research","topic":"Educational Research and Science Teaching","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Psychology; Philosophy","authors":[{"name":"Anderson Araújo‐Oliveira","is_ca":true},{"name":"Anne Guilbault","is_ca":true},{"name":"Nathalie Chagnon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3625172475843026,"gpt":0.5595690231950832,"spread":0.1970517756107806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006237412,0.0005490941,0.0005940183,0.002706418,0.0091436,0.009981907,0.001835158,0.001438961,0.006635563],"category_scores_gemma":[0.007712933,0.0002682242,0.0003573729,0.002968445,0.007384218,0.002053339,0.003486645,0.001950104,0.0007453894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0373968,"about_ca_system_score_gemma":0.1020538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6552579,"about_ca_topic_score_gemma":0.8566639,"domain_scores_codex":[0.9959725,0.001436563,0.0001119057,0.0003768461,0.001137673,0.0009644392],"domain_scores_gemma":[0.989484,0.002458452,0.0007041182,0.0004021769,0.004350948,0.002600328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002012646,0.0005347912,0.1457656,0.002228829,0.00007322221,0.001769031,0.3632976,0.0004423822,0.003872858,0.03686711,0.02466787,0.4202794],"study_design_scores_gemma":[0.00001962457,0.0003665219,0.1861174,0.004043802,0.00009307305,0.0004754915,0.4720115,0.0003047426,0.002072833,0.002842103,0.3315629,0.00008984212],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8150567,0.02615353,0.004086899,0.0246097,0.0005116203,0.0005216758,0.00040177,0.0001044065,0.1285535],"genre_scores_gemma":[0.9208959,0.01702579,0.004961577,0.002175827,0.00009891251,0.0002289443,0.0001427596,0.00002484159,0.05444541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6552579,"threshold_uncertainty_score":0.6935447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292634372","doi":"10.36367/ntqr.10.2022.e561","title":"Conducting Grounded Theory Studies in Times of Pandemic: Challenges, Benefits, and Practical Strategies","year":2022,"lang":"en","type":"article","venue":"New Trends in Qualitative Research","topic":"Healthcare during COVID-19 Pandemic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"Grounded theory; Operationalization; Data collection; Qualitative research; Process (computing); Sociology; Computer science; Knowledge management; Epistemology; Social science","authors":[{"name":"Idevânia G. Costa","is_ca":true},{"name":"Catherine Schoales","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.804829050609245,"gpt":0.6420481812445613,"spread":0.1627808693646837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4343689,0.00276785,0.003587882,0.009360951,0.02015216,0.04549639,0.009821291,0.01613424,0.007495873],"category_scores_gemma":[0.3541471,0.003575842,0.003007121,0.01343463,0.04722767,0.0588655,0.03075078,0.02212645,0.003877464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02304714,"about_ca_system_score_gemma":0.06362231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006064948,"about_ca_topic_score_gemma":0.01081653,"domain_scores_codex":[0.4925751,0.4562963,0.01204927,0.005506797,0.02796435,0.005608216],"domain_scores_gemma":[0.3752638,0.5565448,0.007982924,0.02150899,0.02888569,0.009813696],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001647634,0.0006634595,0.002037829,0.01104578,0.0001206502,0.001363811,0.4465827,0.001246902,0.00102193,0.3090612,0.02375806,0.2029329],"study_design_scores_gemma":[0.0001619479,0.0002973307,0.0006993596,0.03050331,0.00006578831,0.001000846,0.4478287,0.002559452,0.0009042275,0.3773074,0.1384791,0.0001924393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02771301,0.0348635,0.3706213,0.4957308,0.006886308,0.01385845,0.0004942379,0.0007229757,0.04910943],"genre_scores_gemma":[0.1729754,0.02495361,0.7441084,0.03121517,0.001152336,0.02077317,0.0004456163,0.0003080125,0.004068249],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5656312,"threshold_uncertainty_score":0.6975239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410343200","doi":"10.36367/ntqr.21.2.2025.e1261","title":"UNLOCKING THE POTENTIAL OF QUALITATIVELY ORIENTED MIXED METHODS RESEARCH","year":2025,"lang":"en","type":"article","venue":"New Trends in Qualitative Research","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","authors":[{"name":"Cheryl Poth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8085162221333939,"gpt":0.8054898790584072,"spread":0.003026343074986726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5353383,0.002623532,0.003585414,0.01037456,0.00963106,0.03291658,0.00746838,0.006646346,0.005368063],"category_scores_gemma":[0.4940451,0.002484303,0.002773216,0.006992933,0.04906876,0.02857227,0.02507686,0.01431735,0.002043505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01733483,"about_ca_system_score_gemma":0.03608873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002539765,"about_ca_topic_score_gemma":0.004949568,"domain_scores_codex":[0.2711502,0.6744726,0.01127824,0.008944833,0.03242768,0.001726537],"domain_scores_gemma":[0.2295601,0.6663426,0.02242086,0.0477841,0.03013201,0.003760239],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002030229,0.0001710709,0.002921023,0.009038959,0.0004650911,0.0002742493,0.07786153,0.002563874,0.001429163,0.739802,0.006153567,0.1591164],"study_design_scores_gemma":[0.0001735647,0.0004365056,0.0008086768,0.01321507,0.0001998194,0.0002872256,0.02128588,0.004507421,0.002448537,0.8556956,0.1007289,0.0002129094],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008703036,0.01399335,0.8621856,0.08615723,0.002153429,0.00345412,0.0002153359,0.0003694748,0.02276836],"genre_scores_gemma":[0.1505398,0.008314922,0.8088528,0.01768636,0.001045569,0.01123784,0.0001318662,0.0003606101,0.001830145],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4646617,"threshold_uncertainty_score":0.5730106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400290872","doi":"10.36367/ntqr.20.2.2024.e933","title":"IDENTIFICACIÓN DE BARRERAS Y FACILITADORES PARA EL USO DE LA PROFILAXIS PARA EL VIH (PREP) EN HOMBRES GAY Y BISEXUALES","year":2024,"lang":"es","type":"article","venue":"New Trends in Qualitative Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Humanities; Human immunodeficiency virus (HIV); Art; Medicine","authors":[{"name":"Héctor Fabio Mueses-Marín","is_ca":false},{"name":"Meyer Aicardo Narváez-Ochoa","is_ca":false},{"name":"Beatriz Alvarado","is_ca":true},{"name":"María Camila Bolívar-Rocha","is_ca":false},{"name":"Pilar Camargo‐Plazas","is_ca":true},{"name":"Ximena Galindo-Orrego","is_ca":false},{"name":"Jorge Martínez-Cajas","is_ca":true},{"name":"Marcela Arrivillaga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2321619363474662,"gpt":0.6124542534252491,"spread":0.3802923170777828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002460437,0.0004039318,0.0003880983,0.0008273764,0.001817115,0.001780747,0.0005794623,0.0006560136,0.005942604],"category_scores_gemma":[0.006565391,0.0004345707,0.0004456214,0.0005893779,0.000799768,0.001001491,0.001637202,0.0007492893,0.0003603462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318371,"about_ca_system_score_gemma":0.002465024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05310468,"about_ca_topic_score_gemma":0.1046865,"domain_scores_codex":[0.9990045,0.0004945468,0.00005713333,0.0001421996,0.0001321104,0.0001694593],"domain_scores_gemma":[0.9966286,0.001127216,0.00117269,0.0001933452,0.0004754004,0.0004027636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001319944,0.0001559351,0.9358593,0.0003645612,0.00005207092,0.0001502445,0.03253412,0.00005495701,0.0005911536,0.0004080064,0.0005039588,0.02919357],"study_design_scores_gemma":[0.000005360288,0.00021779,0.933509,0.0004742911,0.00008633595,0.0001628258,0.06134938,0.0002392158,0.0002813433,0.0001929892,0.003457954,0.00002348429],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935412,0.001447882,0.0004589515,0.0004445775,0.00002142741,0.00011543,0.0002672872,0.000007761485,0.003695442],"genre_scores_gemma":[0.9949803,0.001181572,0.001210348,0.0000913897,0.000011727,0.0001292864,0.0001388554,0.000003527992,0.002253049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05310468,"threshold_uncertainty_score":0.1055911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403949165","doi":"10.36367/ntqr.20.4.2024.e965","title":"THE ORAL HEALTH IMPACTS OF CANCER AND ITS TREATMENT ON CHILDREN’S WELL-BEING: A QUALITATIVE PROTOCOL","year":2024,"lang":"en","type":"article","venue":"New Trends in Qualitative Research","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; McGill University; McGill University Health Centre","funders":"","keywords":"Protocol (science); Cancer; Medicine; Oral health; Treatment protocol; Environmental health; Oncology; Family medicine; Internal medicine; Alternative medicine; Pathology","authors":[{"name":"Nona Attaran Kakhki","is_ca":true},{"name":"Franco A. Carnevale","is_ca":true},{"name":"Beatriz Ferraz dos Santos","is_ca":true},{"name":"Mary Ellen Macdonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3586760800014426,"gpt":0.682716453391557,"spread":0.3240403733901143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06600434,0.002004317,0.001915244,0.003613828,0.00980689,0.004585849,0.004683565,0.004274022,0.04424861],"category_scores_gemma":[0.03940808,0.001992461,0.001664285,0.003458626,0.006646805,0.00367249,0.006340492,0.006114775,0.004502513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01299469,"about_ca_system_score_gemma":0.04353178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008473473,"about_ca_topic_score_gemma":0.01797574,"domain_scores_codex":[0.9753571,0.01719844,0.00188199,0.001620432,0.001447906,0.002494188],"domain_scores_gemma":[0.9582937,0.02640308,0.001559973,0.003151422,0.007523326,0.003068416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005156626,0.005223639,0.004155812,0.03632494,0.0001041018,0.004641961,0.6483594,0.004057201,0.01245238,0.03885906,0.05618915,0.1844756],"study_design_scores_gemma":[0.004927983,0.002969131,0.007788035,0.02456677,0.000159107,0.0008176121,0.5083862,0.001899686,0.006324937,0.02050331,0.4213797,0.0002775363],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0277342,0.0007115535,0.01595658,0.002302386,0.0003308785,0.9379337,0.005062149,0.0001296864,0.009838837],"genre_scores_gemma":[0.01220762,0.0005349478,0.01738009,0.0005041528,0.00002472489,0.9668185,0.000456221,0.00001935574,0.002054566],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06600434,"threshold_uncertainty_score":0.3490685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226026765","doi":"10.36367/ntqr.10.2021-e514","title":"Investigação Qualitativa e o Desafio Digital // Qualitative Research and the Digital Challenge","year":2022,"lang":"en","type":"book","venue":"New Trends in Qualitative Research","topic":"Focus Groups and Qualitative Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association; Toronto Metropolitan University","funders":"","keywords":"Context (archaeology); Democratization; Internationalization; Qualitative research; Public relations; Political science; Narrative; Knowledge management; Sociology; Business; Social science; Geography; Computer science; Politics","authors":[{"name":"Margareth Santos Zanchetta","is_ca":true},{"name":"Marcelo Medeiros","is_ca":false},{"name":"Kateryna Metersky","is_ca":true},{"name":"Walterlânia Silva Santos","is_ca":false},{"name":"Christian Mésenge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.655718227954455,"gpt":0.655915537480356,"spread":0.0001973095259010238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2096279,0.0008220573,0.001375173,0.006099241,0.008407561,0.02192715,0.003302946,0.003310465,0.00697969],"category_scores_gemma":[0.1139351,0.000771852,0.001102596,0.007606971,0.04389144,0.01601049,0.01324833,0.005556187,0.001253617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01521207,"about_ca_system_score_gemma":0.03667649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003883803,"about_ca_topic_score_gemma":0.004812748,"domain_scores_codex":[0.7565496,0.2219533,0.004920376,0.00415795,0.01037271,0.002046166],"domain_scores_gemma":[0.7609255,0.1985759,0.008215307,0.01698465,0.01262503,0.002673656],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003328375,0.00007785442,0.00172162,0.003530791,0.00004287013,0.0002118675,0.1677024,0.0004060634,0.0005796328,0.7578133,0.01167907,0.05620128],"study_design_scores_gemma":[0.0000351324,0.0001157841,0.001368977,0.01572188,0.00004753024,0.000564993,0.2545043,0.001161079,0.001269156,0.3000848,0.4250649,0.00006148707],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.04329093,0.04551515,0.2624951,0.4323623,0.007560567,0.01050596,0.001610806,0.0003695727,0.1962898],"genre_scores_gemma":[0.6415272,0.02925012,0.2310793,0.04780922,0.001476546,0.02324972,0.0007713268,0.000424181,0.02441241],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7903721,"threshold_uncertainty_score":0.9746696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320925929","doi":"10.36367/ntqr.15.2022.e773","title":"Pesquisa Qualitativa: Um Olhar Sempre Voltado à Excelência dos Estudos","year":2022,"lang":"pt","type":"article","venue":"New Trends in Qualitative Research","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Qualitative research; Sociology; Social science","authors":[{"name":"Cecília Guerra","is_ca":false},{"name":"Christina César Praça Brasil","is_ca":false},{"name":"María Victoria Martín Cilleros","is_ca":false},{"name":"Lenora Duhn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3833462383060406,"gpt":0.5208157895022253,"spread":0.1374695511961846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1202352,0.001681873,0.00266679,0.01034826,0.007643157,0.03125813,0.003882447,0.00451652,0.008423047],"category_scores_gemma":[0.1232653,0.001536255,0.002428396,0.01443724,0.02681368,0.02377689,0.01577055,0.007992152,0.002679194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01294023,"about_ca_system_score_gemma":0.03372715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005082216,"about_ca_topic_score_gemma":0.00518398,"domain_scores_codex":[0.8520865,0.1006502,0.01047295,0.007144917,0.02755527,0.002090096],"domain_scores_gemma":[0.7591139,0.1579453,0.01387338,0.02462962,0.03792595,0.006511757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003005816,0.0002530336,0.01707263,0.02179854,0.000635216,0.0006386939,0.2085591,0.0009687273,0.00821063,0.3519344,0.05033442,0.339294],"study_design_scores_gemma":[0.00007007414,0.0005810834,0.01476682,0.01841563,0.0003775418,0.001354287,0.09233403,0.0009838585,0.005155294,0.221106,0.6445544,0.00030099],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05602141,0.1897574,0.2077945,0.3469246,0.01010864,0.002234478,0.002364397,0.001734447,0.18306],"genre_scores_gemma":[0.5851133,0.1079398,0.2244814,0.02944446,0.004839159,0.003205955,0.001126179,0.001253566,0.04259626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1202352,"threshold_uncertainty_score":0.6358722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296614590","doi":"10.36367/ntqr.11.e554","title":"Nobody listens, nobody wants to hear you: Access to healthcare/social services for women in Canada","year":2022,"lang":"en","type":"book","venue":"New Trends in Qualitative Research","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University","funders":"","keywords":"Health care; Photovoice; Poverty; nobody; Psychology; Sociology; Political science; Economic growth","authors":[{"name":"Pilar Camargo‐Plazas","is_ca":true},{"name":"Jennifer Waite","is_ca":true},{"name":"Michaela Sparringa","is_ca":true},{"name":"Martha M. Whitfield","is_ca":true},{"name":"Lenora Duhn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3317920913647016,"gpt":0.5566402966078671,"spread":0.2248482052431655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002082882,0.000466253,0.0006714225,0.001169091,0.03550772,0.006855553,0.002135469,0.001600619,0.006401103],"category_scores_gemma":[0.004170575,0.0005211157,0.0003602078,0.002430445,0.008077056,0.001930954,0.004763568,0.003489813,0.0003850178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07062855,"about_ca_system_score_gemma":0.1374258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867799,"about_ca_topic_score_gemma":0.9950605,"domain_scores_codex":[0.9971993,0.0005687269,0.00006373036,0.000182943,0.0006061608,0.001379153],"domain_scores_gemma":[0.9965625,0.000572028,0.0001957935,0.00003918167,0.0007057089,0.00192482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000773514,0.00006288792,0.0229008,0.0002683739,0.00001275964,0.003055545,0.9418834,0.00006351743,0.0009833353,0.002518841,0.009411631,0.01876156],"study_design_scores_gemma":[0.000003057761,0.00002723697,0.008099188,0.0001918583,0.000006760416,0.000257546,0.9674072,0.00004395671,0.0001062357,0.0001336285,0.02369448,0.00002891935],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944751,0.003387662,0.0003665174,0.0228175,0.0003734838,0.0002056629,0.0004889755,0.00003555529,0.02757374],"genre_scores_gemma":[0.9771328,0.002938922,0.0004986118,0.004655,0.00003488556,0.00007119898,0.0001371066,0.00005031862,0.01448116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07062855,"threshold_uncertainty_score":0.5124484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3178751178","doi":"10.36367/ntqr.8.2021.547-553","title":"Aprendiendo a Trabajar en Colaboración con Mujeres de Bajos Ingresos Económicos en la Ciudad de Kingston, Ontario, Canadá: Reflexiones sobre un Proyecto de Investigación Acción Participativa","year":2021,"lang":"es","type":"book-chapter","venue":"New Trends in Qualitative Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University","funders":"","keywords":"Photovoice; General partnership; Citizen journalism; Context (archaeology); Sociology; Humanities; Political science; Geography; Art","authors":[{"name":"Pilar Camargo‐Plazas","is_ca":true},{"name":"Jennifer Waite","is_ca":true},{"name":"Martha M. Whitfield","is_ca":true},{"name":"Lenora Duhn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6329144489477715,"gpt":0.6784142967494233,"spread":0.04549984780165184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009147986,0.0004556698,0.0005192002,0.0008434606,0.04252458,0.007988675,0.003199411,0.002164602,0.005422883],"category_scores_gemma":[0.01032467,0.0005309314,0.0003915979,0.002327004,0.02257793,0.002655789,0.0093565,0.003423267,0.0004704545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04918931,"about_ca_system_score_gemma":0.1244218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9102828,"about_ca_topic_score_gemma":0.9689454,"domain_scores_codex":[0.9926106,0.003732682,0.0001140933,0.0005013478,0.001037287,0.002003984],"domain_scores_gemma":[0.9905099,0.004409034,0.0006824734,0.0003422702,0.001087428,0.002968922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003530916,0.00002338422,0.003777915,0.0001271468,0.000003709368,0.0009541131,0.9722469,0.00004650929,0.0003625097,0.002642426,0.004981401,0.01479861],"study_design_scores_gemma":[0.000004860356,0.00002899583,0.007995033,0.0001443492,0.000006301012,0.0001684274,0.9274296,0.00003827149,0.0001268497,0.0004137423,0.06362786,0.00001574916],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8799803,0.007528707,0.002486582,0.02841138,0.0004405094,0.0004024016,0.0001604181,0.0000707822,0.08051882],"genre_scores_gemma":[0.9436551,0.003817887,0.001799244,0.002752752,0.00003788708,0.0001890358,0.00006449458,0.00006703063,0.04761643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08971721,"threshold_uncertainty_score":0.3568951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4284970224","doi":"10.36367/ntqr.13.2022.e674","title":"They didn't break me, because I’m going to keep going: A participatory study exploring access to health and social services for women living on a low income in Ontario, Canada","year":2022,"lang":"en","type":"book-chapter","venue":"New Trends in Qualitative Research","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University","funders":"","keywords":"Photovoice; Qualitative research; Sociology; Psychology; Gender studies; Political science; Economic growth; Social science","authors":[{"name":"Jennifer Waite","is_ca":true},{"name":"Michaela Sparringa","is_ca":true},{"name":"Lenora Duhn","is_ca":true},{"name":"Pilar Camargo‐Plazas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7688607224886451,"gpt":0.6156323211922251,"spread":0.15322840129642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008245696,0.0007106853,0.0009910115,0.00162125,0.03733965,0.004738424,0.002968874,0.001793085,0.004815154],"category_scores_gemma":[0.009056475,0.0007201161,0.0005409771,0.002229634,0.01229611,0.002029255,0.005253394,0.00283299,0.0002911127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06555706,"about_ca_system_score_gemma":0.1189685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9515295,"about_ca_topic_score_gemma":0.9834117,"domain_scores_codex":[0.9932497,0.002836977,0.0001795461,0.000579795,0.0008262768,0.002327812],"domain_scores_gemma":[0.9915307,0.002886019,0.0004682254,0.0001885264,0.001565365,0.003361319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004932383,0.00008145063,0.004229411,0.0001333007,0.000005651973,0.0009091265,0.9888887,0.0000404293,0.0006798767,0.0005409371,0.001066658,0.003375142],"study_design_scores_gemma":[0.000007803923,0.00005911885,0.00326457,0.0001305322,0.000006458915,0.00006321367,0.9878138,0.00005108022,0.00008862341,0.00008749691,0.008409587,0.00001761782],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830893,0.0008881347,0.0005817793,0.005297881,0.0001115363,0.0009781247,0.000233808,0.00001558374,0.008803811],"genre_scores_gemma":[0.9871721,0.001095672,0.001036295,0.002111565,0.00002387371,0.0005676801,0.00008216584,0.00002740117,0.007883236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06555706,"threshold_uncertainty_score":0.475652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4284963064","doi":"10.36367/ntqr.13.2022.e675","title":"Bearing witness to suffering: A reflection on the personal effects of conducting qualitative research with victims of trauma","year":2022,"lang":"en","type":"book-chapter","venue":"New Trends in Qualitative Research","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Witness; Feeling; Interim; Qualitative research; Active listening; Mental health; Psychology; Focus group; Medicine; Nursing; Social psychology; Psychotherapist; Sociology; Political science","authors":[{"name":"Pilar Camargo‐Plazas","is_ca":true},{"name":"Emma Vanderlee","is_ca":true},{"name":"Jane Philpott","is_ca":true},{"name":"Lenora Duhn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6613744241537852,"gpt":0.6651111994947853,"spread":0.003736775341000032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1986225,0.003159177,0.002636264,0.004114293,0.04354784,0.02314549,0.01143864,0.01437716,0.003559724],"category_scores_gemma":[0.2087711,0.003595264,0.004570811,0.004203705,0.07129852,0.02654114,0.03148703,0.02941922,0.001263403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01895893,"about_ca_system_score_gemma":0.01741239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007295387,"about_ca_topic_score_gemma":0.01112775,"domain_scores_codex":[0.6205997,0.3530829,0.00428129,0.004775366,0.009138759,0.008122052],"domain_scores_gemma":[0.6856299,0.2769035,0.008227597,0.008805995,0.01197105,0.008461861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000245036,0.00002327185,0.0001990563,0.0001831851,0.000009396832,0.001105199,0.9924889,0.00006485639,0.0004029656,0.002114927,0.0009467946,0.002437009],"study_design_scores_gemma":[0.00001811326,0.0000935465,0.0002010956,0.001068016,0.00001963888,0.001520155,0.9642833,0.0001774994,0.000619829,0.002901877,0.02904534,0.00005150475],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5786485,0.01862525,0.09393519,0.2432403,0.005583775,0.003676191,0.0005026672,0.0009130993,0.05487513],"genre_scores_gemma":[0.9104445,0.01081207,0.0308958,0.03107686,0.0007964187,0.002607834,0.0001426417,0.0009752102,0.01224873],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1986225,"threshold_uncertainty_score":0.9882412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}