{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":19,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":19,"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":"277ce82a3e34","filters":{"venue":"Irish Journal of Paramedicine"}},"results":[{"id":"W2922273643","doi":"10.32378/ijp.v4i1.175","title":"Drowsy and dangerous? Fatigue in paramedics: an overview","year":2019,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fanshawe College","funders":"","keywords":"Psychological intervention; Cognition; Psychology; Medicine; Psychiatry","authors":[{"name":"Scott Ramey","is_ca":false},{"name":"Alexander MacQuarrie","is_ca":false},{"name":"Alyson Cochrane","is_ca":true},{"name":"Ivan McCann","is_ca":false},{"name":"Camilla Johnston","is_ca":true},{"name":"Alan M Batt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1035423692153709,"gpt":0.4083889232742423,"spread":0.3048465540588714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002812566,0.001112133,0.001854169,0.01331516,0.0009567067,0.002219108,0.001061708,0.002689727,0.00346473],"category_scores_gemma":[0.009981218,0.0007720503,0.002139655,0.00792527,0.0008393328,0.00405907,0.001884273,0.001632957,0.0006704991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003470653,"about_ca_system_score_gemma":0.00710183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008972351,"about_ca_topic_score_gemma":0.01481688,"domain_scores_codex":[0.9975561,0.0007530863,0.0009012661,0.0002556911,0.0003920199,0.0001417545],"domain_scores_gemma":[0.9919879,0.005557176,0.001210154,0.00006860076,0.001002993,0.0001732195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001642845,0.00007281574,0.003243021,0.5680098,0.0006384877,0.0007480886,0.00443658,0.0002280318,0.0003305081,0.00456274,0.01930357,0.3982621],"study_design_scores_gemma":[0.00003529877,0.0003127863,0.01919581,0.7478191,0.002115052,0.004977738,0.005806086,0.0001477776,0.0001661982,0.001943854,0.2173904,0.0000898412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005623141,0.9976386,0.00008256471,0.0009212922,0.0001893496,0.00005345578,0.00006749863,0.000003738189,0.0004812964],"genre_scores_gemma":[0.004776462,0.9936646,0.0002901586,0.0007183735,0.0001883368,0.0001260398,0.00007551316,0.00000209302,0.0001584735],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01331516,"threshold_uncertainty_score":0.02518153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885831854","doi":"10.32378/ijp.v3i1.76","title":"A scoping study and qualitative assessment of care planning and case management in community paramedicine","year":2018,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Regional Municipality of Niagara; Hamilton Health Sciences; McMaster University; Impact","funders":"","keywords":"CINAHL; Inclusion (mineral); MEDLINE; Medicine; Nursing; Advance care planning; Data extraction; Qualitative research; Psychology; Psychological intervention; Sociology; Political science; Palliative care","authors":[{"name":"Matthew Leÿenaar","is_ca":true},{"name":"Brent McLeod","is_ca":true},{"name":"Joyce Chan","is_ca":true},{"name":"Walter Tavares","is_ca":true},{"name":"Andrew P. Costa","is_ca":true},{"name":"Gina Agarwal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.108094569317375,"gpt":0.5157203830360368,"spread":0.4076258137186618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06914969,0.0006661434,0.00163383,0.01462169,0.007481285,0.004692707,0.002504254,0.002428697,0.005351697],"category_scores_gemma":[0.1109978,0.0008912542,0.001213047,0.01894203,0.006181224,0.006045106,0.005756853,0.001509249,0.0005221051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01584058,"about_ca_system_score_gemma":0.03206233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399875,"about_ca_topic_score_gemma":0.02361625,"domain_scores_codex":[0.9556507,0.03316337,0.004831708,0.001518985,0.003423676,0.001411601],"domain_scores_gemma":[0.8552834,0.1243379,0.007285125,0.002133103,0.009598489,0.001362015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000215633,0.0002761936,0.007305623,0.0366774,0.00008745575,0.002429712,0.8670735,0.0004164515,0.0005758433,0.009454851,0.004838202,0.07064924],"study_design_scores_gemma":[0.00009876205,0.0003928923,0.006721297,0.08272953,0.0001490911,0.0006577694,0.8618487,0.0003666136,0.0006909285,0.004027949,0.04224164,0.00007488226],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7394454,0.06245418,0.02332286,0.01261227,0.0005850802,0.08665562,0.003782816,0.00009805171,0.07104363],"genre_scores_gemma":[0.8501433,0.03482686,0.02939792,0.002359621,0.00008501512,0.07689023,0.001125052,0.00004051204,0.005131515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06914969,"threshold_uncertainty_score":0.3657029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2558076083","doi":"10.32378/ijp.v1i2.17","title":"Paramedic Transition into an Academic Role in Universities: A Demographic and Qualification Survey of Paramedic Academics in Australia and New Zealand","year":2016,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Life span; Psychology; Medicine; Demography; Medical education; Gerontology; Sociology","authors":[{"name":"Graham Munro","is_ca":false},{"name":"Peter O’Meara","is_ca":false},{"name":"Amanda Kenny","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07197028339872584,"gpt":0.3921767508123691,"spread":0.3202064674136433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001588953,0.0001332519,0.0003163684,0.001264998,0.0008801675,0.0007951743,0.00060273,0.0005396789,0.003447234],"category_scores_gemma":[0.004598615,0.0004014516,0.0003696203,0.001594758,0.000448574,0.001387154,0.001409538,0.0009420005,0.0008322119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001547733,"about_ca_system_score_gemma":0.00225673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1038012,"about_ca_topic_score_gemma":0.1370085,"domain_scores_codex":[0.9989145,0.000156714,0.0001613217,0.0001482185,0.0003670921,0.0002521517],"domain_scores_gemma":[0.9958816,0.0002872963,0.001447558,0.00008938916,0.0007568557,0.001537461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002485441,0.00007971384,0.9927213,0.00004263805,0.00001033495,0.0001131711,0.003616709,0.00001894096,0.0002421773,0.00003127157,0.0007942333,0.002304586],"study_design_scores_gemma":[0.000001359496,0.00004101232,0.9950074,0.00001634001,0.000001290665,0.00005280046,0.004434307,0.00003365185,0.00001009949,0.000004600994,0.0003945002,0.00000267568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977103,0.0001201938,0.00004121713,0.0004996216,0.00000835998,0.00005341315,0.0007549315,0.000002424011,0.0008094917],"genre_scores_gemma":[0.998123,0.0002733731,0.0001115249,0.0002861712,0.000008846045,0.00009786512,0.0005032414,0.000002844198,0.000593138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1038012,"threshold_uncertainty_score":0.206394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2894202377","doi":"10.32378/ijp.v3i2.117","title":"Empathy Levels in Canadian Paramedic Students: A Longitudinal Study","year":2018,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Empathy and Medical Education","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Fanshawe College","funders":"","keywords":"Empathy; Mental health; Psychology; Substance abuse; Medicine; Longitudinal study; Clinical psychology; Psychiatry","authors":[{"name":"Alberto Pagano","is_ca":false},{"name":"Kate Robinson","is_ca":false},{"name":"Chris Ricketts","is_ca":false},{"name":"Jenalyn Cundy-Jones","is_ca":false},{"name":"Lisa Henderson","is_ca":false},{"name":"Wes Cartwright","is_ca":false},{"name":"Alan M Batt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08863093091942811,"gpt":0.4303618211424082,"spread":0.3417308902229801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002451065,0.0003468944,0.0004993028,0.001829427,0.006317932,0.002066732,0.001391443,0.000976556,0.002049471],"category_scores_gemma":[0.005511364,0.0004516295,0.0006330844,0.002744294,0.001063844,0.0007734398,0.001654791,0.002180375,0.000426394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02323623,"about_ca_system_score_gemma":0.02779993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9575817,"about_ca_topic_score_gemma":0.9767238,"domain_scores_codex":[0.9979596,0.0002143575,0.00006602755,0.0002356029,0.0007590117,0.0007654354],"domain_scores_gemma":[0.9944886,0.0002164548,0.0007200678,0.0001249194,0.002518048,0.001931814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004104344,0.0002124923,0.9777048,0.00001842395,0.00002204362,0.00009513944,0.01470379,0.00002005738,0.0001810236,0.00007126416,0.0008745764,0.006055375],"study_design_scores_gemma":[0.000003441843,0.00004963432,0.9887275,0.00002036019,0.000007398064,0.00003683023,0.0100732,0.00006387388,0.00003422187,0.00001224072,0.0009588993,0.0000123671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984332,0.0001213986,0.0000274529,0.0002425684,0.000009939312,0.00002905777,0.0002126329,0.000002335333,0.0009213056],"genre_scores_gemma":[0.9984023,0.000213358,0.0001218091,0.0001419999,0.000004762955,0.00003913074,0.0002816645,0.000002626952,0.0007922501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0424183,"threshold_uncertainty_score":0.1685914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2625133941","doi":"10.32378/ijp.v2i1.55","title":"Identifying the barriers to female leadership in Paramedicine","year":2017,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fanshawe College","funders":"","keywords":"Government (linguistics); Political science; Field (mathematics); Public relations; Public administration; Medicine","authors":[{"name":"Paige Mason","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3331265406473257,"gpt":0.4189025401532012,"spread":0.08577599950587544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00739791,0.0002513845,0.0003172265,0.0006009022,0.007964274,0.004097716,0.0009968532,0.001158671,0.01231786],"category_scores_gemma":[0.02502535,0.000364163,0.0003013553,0.0005458531,0.002379195,0.002277061,0.005789818,0.003944234,0.001134729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003404982,"about_ca_system_score_gemma":0.01494902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01512733,"about_ca_topic_score_gemma":0.02488227,"domain_scores_codex":[0.9880126,0.005507504,0.00039423,0.0003321806,0.001404095,0.00434948],"domain_scores_gemma":[0.9726753,0.008529392,0.002822048,0.0003761869,0.002990992,0.01260603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002781604,0.0007639681,0.4450388,0.0010429,0.00006954334,0.001805487,0.3157742,0.0001714156,0.001516448,0.01428734,0.07344776,0.145804],"study_design_scores_gemma":[0.00003840392,0.0005451115,0.1490125,0.001691727,0.00002498583,0.001073543,0.7406222,0.0002451557,0.0004769311,0.00270361,0.1035081,0.00005777345],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7937543,0.00293387,0.001347181,0.1582821,0.001385194,0.0001775692,0.000197816,0.00003763242,0.04188442],"genre_scores_gemma":[0.987424,0.001144806,0.0006513542,0.005683925,0.0001731271,0.0001076161,0.00003841797,0.00001960372,0.004757125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01512733,"threshold_uncertainty_score":0.04120737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886387787","doi":"10.32378/ijp.v3i1.80","title":"Paramedic assessment of frailty: An exploratory study of perceptions of frailty assessment tools","year":2018,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Thematic analysis; Likert scale; Referral; Medicine; Exploratory research; Qualitative property; Gerontology; Scale (ratio); Qualitative research; Psychology; Nursing","authors":[{"name":"Wayne B. Harris","is_ca":false},{"name":"Peter Lucas","is_ca":false},{"name":"Helen Eyles","is_ca":false},{"name":"Leigh Parker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1216267962124659,"gpt":0.4410645199908054,"spread":0.3194377237783395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01608486,0.000435561,0.0008336747,0.001116876,0.002536522,0.002790924,0.0009017396,0.001026536,0.002676191],"category_scores_gemma":[0.02573604,0.001032826,0.0007674979,0.0009880974,0.002095361,0.002976484,0.003257042,0.002901457,0.0005355474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002506699,"about_ca_system_score_gemma":0.00516002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00409034,"about_ca_topic_score_gemma":0.007835508,"domain_scores_codex":[0.9944633,0.003201899,0.0003641746,0.0003108048,0.0007679673,0.0008918744],"domain_scores_gemma":[0.9869515,0.007421407,0.001727415,0.0003964062,0.001920087,0.001583143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000181803,0.001826159,0.1196249,0.0006991242,0.00004058706,0.0006512448,0.8586711,0.00007142998,0.001017076,0.0004598087,0.001044042,0.01571263],"study_design_scores_gemma":[0.00004782327,0.002136611,0.1055525,0.0004959783,0.00002411586,0.000328274,0.8852769,0.0002969487,0.0003491577,0.0002164154,0.005229451,0.00004583165],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987291,0.0001280804,0.0001595191,0.000261235,0.0000105493,0.000210894,0.00005009769,0.000002381297,0.0004481006],"genre_scores_gemma":[0.9969755,0.0003799158,0.0007309344,0.0004940719,0.000008929838,0.0007248452,0.00005321564,0.00000659911,0.0006260354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01608486,"threshold_uncertainty_score":0.0850659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781435938","doi":"10.32378/ijp.v2i2.67","title":"Building research capacity among Irish prehospital practitioners.","year":2017,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fanshawe College","funders":"","keywords":"Irish; Promotion (chess); Context (archaeology); Medicine; Public relations; Political science","authors":[{"name":"Alan M Batt","is_ca":true},{"name":"Shane Knox","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1919758320828863,"gpt":0.4592223465376123,"spread":0.267246514454726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09719303,0.0002800272,0.0004452948,0.002731543,0.0072856,0.01259646,0.00279255,0.003092276,0.008565231],"category_scores_gemma":[0.1291526,0.0009887094,0.0005891599,0.001615105,0.01139673,0.008911628,0.01686453,0.00642912,0.002309939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0142829,"about_ca_system_score_gemma":0.08825406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01354681,"about_ca_topic_score_gemma":0.02036959,"domain_scores_codex":[0.948634,0.02979923,0.002910097,0.002956471,0.007615631,0.008084635],"domain_scores_gemma":[0.7764663,0.06085835,0.02058235,0.01280516,0.03994988,0.08933803],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002167884,0.0005475407,0.09452432,0.00257716,0.0001616306,0.00167293,0.3846507,0.0004650939,0.00288886,0.06873569,0.2078563,0.2357029],"study_design_scores_gemma":[0.0001386925,0.0005491204,0.06480526,0.003532531,0.00004700095,0.001680949,0.2642684,0.0006430689,0.0009304152,0.02912803,0.6340372,0.0002393365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1971806,0.01094025,0.009517206,0.605675,0.004897617,0.001546762,0.0003629071,0.0003749505,0.1695048],"genre_scores_gemma":[0.8826117,0.007422071,0.02175945,0.05791951,0.001130987,0.001471736,0.0003385413,0.0001264086,0.02721967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.902807,"threshold_uncertainty_score":0.514012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889293162","doi":"10.32378/ijp.v3i2.91","title":"International Examination and Synthesis of the Primary and Secondary Surveys in Paramedicine","year":2018,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fanshawe College","funders":"","keywords":"Psychological intervention; Primary care; Medicine; Mnemonic; Family medicine; Psychology; Nursing","authors":[{"name":"Marc Colbeck","is_ca":false},{"name":"Sonja Maria","is_ca":false},{"name":"Georgette Eaton","is_ca":false},{"name":"Craig Campbell","is_ca":false},{"name":"Alan M Batt","is_ca":true},{"name":"Matthew Caffey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02250641482980969,"gpt":0.3053652589593528,"spread":0.2828588441295432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2293019,0.001130702,0.003421568,0.01646356,0.001504806,0.004583929,0.001682828,0.001728326,0.01478589],"category_scores_gemma":[0.4775327,0.001311016,0.004795013,0.02691342,0.00182876,0.002919712,0.00488974,0.00236162,0.002128619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01124058,"about_ca_system_score_gemma":0.02773931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111429,"about_ca_topic_score_gemma":0.007983341,"domain_scores_codex":[0.7585789,0.1484219,0.05355019,0.009219326,0.02640346,0.003826233],"domain_scores_gemma":[0.5728964,0.261197,0.0347074,0.03016528,0.09885368,0.002180303],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001841338,0.0006245328,0.2174902,0.1894975,0.009941788,0.0004262035,0.04179991,0.001770689,0.0008803041,0.03214562,0.1608374,0.3427446],"study_design_scores_gemma":[0.0006926449,0.001617443,0.5475175,0.09937439,0.004643251,0.0002238067,0.03084608,0.001949337,0.001261721,0.004864135,0.306803,0.0002066323],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.226072,0.08711749,0.144371,0.03269802,0.01535622,0.1079318,0.2968378,0.001358628,0.08825708],"genre_scores_gemma":[0.5506361,0.02383933,0.08431692,0.01158489,0.001077654,0.2590566,0.06080476,0.000446846,0.008236839],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9965785,"threshold_uncertainty_score":0.9504079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2428113237","doi":"10.32378/ijp.v1i1.5","title":"E-learning on the road: online learning and social media for continuing professional competency.","year":2016,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Social Media in Health Education","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":"Fanshawe College","funders":"","keywords":"Social media; Medical education; Medicine; Online learning; Pharmacy; Psychology; Health care; Nursing","authors":[{"name":"Alan M Batt","is_ca":true},{"name":"Niamh M. Cummins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1024298853487115,"gpt":0.433257340575938,"spread":0.3308274552272265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002352377,0.000203407,0.0001142167,0.001136874,0.001021184,0.002386755,0.0005656864,0.001467569,0.02951978],"category_scores_gemma":[0.009718985,0.0001462302,0.0001735756,0.001061419,0.0009462684,0.004230273,0.002464305,0.001660246,0.004506078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001394206,"about_ca_system_score_gemma":0.005055977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005164332,"about_ca_topic_score_gemma":0.01496003,"domain_scores_codex":[0.9989354,0.0004633151,0.00005429635,0.00007305983,0.0003013938,0.0001725209],"domain_scores_gemma":[0.994347,0.002088068,0.0004037819,0.0001791483,0.0005584735,0.002423636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003251754,0.000087286,0.003138772,0.0004445,0.000003974248,0.0001039344,0.001277746,0.00002386321,0.0001995972,0.004025161,0.184872,0.8057907],"study_design_scores_gemma":[0.00004332576,0.0002077533,0.04091899,0.003790747,0.00002063662,0.0005809782,0.007177281,0.0004486646,0.0006002876,0.009145127,0.9370288,0.00003735655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05010293,0.09711482,0.003648946,0.4225326,0.005952479,0.0005036086,0.0009875139,0.0007314754,0.4184257],"genre_scores_gemma":[0.5331983,0.1333399,0.02245825,0.04993933,0.006207358,0.001034043,0.001831499,0.0002836236,0.2517077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02951978,"threshold_uncertainty_score":0.09875345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897031765","doi":"10.32378/ijp.v3i2.163","title":"Driving me crazy: the effects of stress on the driving abilities of paramedic students","year":2018,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fanshawe College","funders":"","keywords":"Population; Driving simulator; Medicine; Psychology; Audiology; Animal science; Simulation; Biology; Engineering","authors":[{"name":"Trevor Hines Duncliffe","is_ca":true},{"name":"Brittany D’Angelo","is_ca":true},{"name":"Michael Brock","is_ca":true},{"name":"Cal Fraser","is_ca":true},{"name":"Nick Austin","is_ca":true},{"name":"Jake Lamarra","is_ca":true},{"name":"Matt Pusateri","is_ca":true},{"name":"Lauran Livingston","is_ca":true},{"name":"Alan M Batt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01424610821258812,"gpt":0.3273463661333461,"spread":0.313100257920758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005553619,0.0002906307,0.0002870341,0.0003721261,0.0005404809,0.0008631122,0.0002321404,0.0005304139,0.00346906],"category_scores_gemma":[0.004039512,0.0001762033,0.0003971162,0.0002248777,0.000327783,0.0003734432,0.0008041215,0.0008879018,0.0004840853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888132,"about_ca_system_score_gemma":0.0005938799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002057345,"about_ca_topic_score_gemma":0.002722548,"domain_scores_codex":[0.9994007,0.0001387438,0.00005291936,0.00008657409,0.0001575267,0.0001635865],"domain_scores_gemma":[0.9965206,0.0004873539,0.000831263,0.000108118,0.0004647978,0.001587818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001047812,0.002856506,0.9513447,0.0001462808,0.0001183196,0.0004841646,0.003942662,0.00009394543,0.005465238,0.0000462053,0.0007759532,0.03367829],"study_design_scores_gemma":[0.000008077091,0.001636289,0.9941976,0.00002232674,0.0000270167,0.0001100929,0.002956298,0.00007304484,0.0005480828,0.00002655711,0.0003825404,0.00001194402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993888,0.00008246816,0.00002013021,0.00009305789,0.00001548419,0.00000700589,0.00002622587,0.000001684047,0.0003651848],"genre_scores_gemma":[0.9994648,0.00008069186,0.00003422725,0.0000498408,0.00001193672,0.000009128613,0.00003331595,0.000001257876,0.0003148335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00346906,"threshold_uncertainty_score":0.01160514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2894277042","doi":"10.32378/ijp.v3i2.135","title":"Defining Mentorship in Prehospital Care: A Qualitative Analysis of the Characteristics of Prehospital Mentors","year":2018,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health; University of Alberta; Alberta Health Services","funders":"","keywords":"Nomination; Mentorship; Thematic analysis; Medicine; Psychology; Medical education; Qualitative research; Political science","authors":[{"name":"Cheryl Cameron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04985577566765808,"gpt":0.4819398958956635,"spread":0.4320841202280054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01800999,0.0004319583,0.0007122295,0.001856857,0.00775789,0.00516249,0.001892463,0.001509257,0.002773909],"category_scores_gemma":[0.03946362,0.0004361032,0.0004719624,0.002113865,0.007134431,0.004629432,0.006809015,0.003855415,0.0002803641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006981132,"about_ca_system_score_gemma":0.0117893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060121,"about_ca_topic_score_gemma":0.01303749,"domain_scores_codex":[0.9842169,0.01140383,0.0004321024,0.0004988193,0.001365887,0.002082382],"domain_scores_gemma":[0.9694237,0.01902281,0.002830473,0.0005921275,0.003354413,0.004776539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003086083,0.00005710838,0.008721029,0.0001437546,0.000005771445,0.0003234207,0.9827927,0.00005758204,0.0003527646,0.00136172,0.0009196496,0.005233596],"study_design_scores_gemma":[0.000001549357,0.00002572245,0.001922421,0.00007254144,0.000001506885,0.00005479868,0.9942881,0.00004537744,0.00009501887,0.0001446035,0.003340644,0.000007777222],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863563,0.0005521389,0.002156115,0.004812905,0.00009705057,0.0002614512,0.0001568274,0.00002221621,0.00558504],"genre_scores_gemma":[0.9963671,0.0005355944,0.0005805627,0.000484713,0.0000191503,0.0002015602,0.00007328394,0.00001766426,0.001720347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01800999,"threshold_uncertainty_score":0.09524709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895152557","doi":"10.32378/ijp.v3i2.133","title":"Is There A Role For Paramedics In Primary Care In Ireland: An Exploratory Study","year":2018,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Overcrowding; Workforce; Health care; Competence (human resources); Medicine; Population; Nursing; Business; Psychology; Economic growth; Environmental health","authors":[{"name":"Fintan Feerick","is_ca":false},{"name":"Claire W. Armstrong","is_ca":false},{"name":"Ray O’Connor","is_ca":false},{"name":"Mark Dixon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08232907484454592,"gpt":0.4685098479536246,"spread":0.3861807731090787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005140584,0.0002529952,0.000935561,0.001311183,0.002903573,0.003792558,0.001533548,0.001698143,0.007005961],"category_scores_gemma":[0.01141913,0.0009229761,0.00108546,0.001348188,0.001763891,0.003081749,0.004001487,0.003132177,0.001133367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005707907,"about_ca_system_score_gemma":0.009292849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02538937,"about_ca_topic_score_gemma":0.06567287,"domain_scores_codex":[0.9949173,0.001995714,0.0004135561,0.0004223177,0.000601143,0.001649917],"domain_scores_gemma":[0.9899568,0.002846606,0.002644875,0.0002948483,0.001011229,0.003245585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003843272,0.001271688,0.7632163,0.003135833,0.0001616626,0.003267616,0.1948124,0.00005813074,0.0004340282,0.001199687,0.009267953,0.0227905],"study_design_scores_gemma":[0.00004736126,0.0007688394,0.4001437,0.001695932,0.00008086536,0.001397291,0.5867589,0.0001253263,0.00005345587,0.0001820187,0.008699191,0.00004716133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907161,0.001350129,0.00009407798,0.002838099,0.00009585495,0.0001937066,0.0003970043,0.000004485847,0.004310481],"genre_scores_gemma":[0.9952028,0.000936488,0.000192006,0.002241752,0.0000488657,0.0001988166,0.0001050123,0.000008389685,0.001065878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02538937,"threshold_uncertainty_score":0.05048317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2916254733","doi":"10.32378/ijp.v4i1.74","title":"Indicators of paramedic service use by community dwelling older adults","year":2019,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Emergency and Acute Care Studies","field":"Medicine","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 Toronto; McMaster University; Impact","funders":"","keywords":"Medicine; Emergency department; Cohort; Population; Emergency medicine; Odds; Odds ratio; Retrospective cohort study; Medical emergency; Environmental health; Logistic regression; Nursing; Internal medicine","authors":[{"name":"Matthew Leÿenaar","is_ca":true},{"name":"Walter Tavares","is_ca":true},{"name":"Gina Agarwal","is_ca":true},{"name":"Andrew P. Costa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02390490164644443,"gpt":0.3107423021539859,"spread":0.2868374005075415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004989414,0.0002045539,0.0001840508,0.0009043657,0.0003063044,0.0004366602,0.000349067,0.0003542237,0.001644941],"category_scores_gemma":[0.002194325,0.0001714834,0.0004253742,0.0009451503,0.0001703678,0.0004624918,0.0007357919,0.0004745499,0.0002437273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003455619,"about_ca_system_score_gemma":0.0003320083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02562343,"about_ca_topic_score_gemma":0.03160531,"domain_scores_codex":[0.9997203,0.00005427407,0.00005074506,0.00006021094,0.00006738227,0.00004707698],"domain_scores_gemma":[0.9987972,0.00008785542,0.0006985363,0.00006514574,0.0001399318,0.0002113421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000197601,0.0000140831,0.9990667,0.00000639964,0.00001601984,0.0000117237,0.00004372151,0.00001521387,0.00002804273,0.000004849211,0.0000754858,0.0006980381],"study_design_scores_gemma":[0.000001169445,0.00002954515,0.9997545,0.00000426824,0.000004593526,0.00002527145,0.00007819729,0.00005003896,0.000008127909,0.000005129113,0.00003831206,9.220318e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985067,0.0001037567,0.00003121955,0.00004098078,0.000003142676,0.00000976041,0.001018173,0.000003662374,0.0002825972],"genre_scores_gemma":[0.9990456,0.00007056585,0.00005496424,0.00001484195,0.0000045185,0.00001077395,0.000688025,7.179039e-7,0.0001099649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02562343,"threshold_uncertainty_score":0.05094862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972773775","doi":"10.32378/ijp.v4i2.210","title":"Wellbeing series: Empathy and paramedic wellbeing","year":2019,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Family and Patient Care in Intensive Care Units","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":"Fanshawe College","funders":"","keywords":"Empathy; Irish; Psychology; Medical education; Medicine; Nursing; Psychiatry; Philosophy","authors":[{"name":"Alan M Batt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05488066894740283,"gpt":0.3776780371434249,"spread":0.3227973681960221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002475321,0.0007416621,0.0004415713,0.001070057,0.002781716,0.003503805,0.0006399692,0.001999505,0.06968556],"category_scores_gemma":[0.008562228,0.0002251949,0.0003803953,0.0006929035,0.001702907,0.004113977,0.004446663,0.005279606,0.01518413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001904992,"about_ca_system_score_gemma":0.002789585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001514179,"about_ca_topic_score_gemma":0.003579825,"domain_scores_codex":[0.9983182,0.0006313645,0.00009485711,0.0001256257,0.0006014763,0.0002285064],"domain_scores_gemma":[0.994018,0.001393894,0.0002929602,0.0001766534,0.001413624,0.002704902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001097234,0.00005835327,0.0001905376,0.0001330394,0.000002822753,0.00005914464,0.0008847283,0.00001281073,0.0001087769,0.001790067,0.9509823,0.04576644],"study_design_scores_gemma":[0.000008947018,0.00007436962,0.003085362,0.0006634835,0.00000605751,0.0003193838,0.002382434,0.00002148506,0.0001823755,0.002320476,0.9909216,0.00001409392],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007635347,0.05063011,0.001604727,0.4385688,0.189894,0.0002987539,0.0006323041,0.0003202653,0.3104157],"genre_scores_gemma":[0.07210474,0.08631495,0.003056654,0.08401442,0.103292,0.000764524,0.001172434,0.0006796129,0.6486007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06968556,"threshold_uncertainty_score":0.2331215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2583070153","doi":"10.32378/ijp.v1i1.23","title":"Welcome to the Irish Journal of Paramedicine","year":2016,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Emergency and Acute Care Studies","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":"Fanshawe College","funders":"","keywords":"Irish; Pleasure; Medicine; Nursing; Political science; Public relations; Psychology","authors":[{"name":"Alan M Batt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04495080246673123,"gpt":0.3525439128646907,"spread":0.3075931103979594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002893386,0.001391391,0.001005858,0.001997605,0.002633969,0.01003708,0.001546766,0.005041308,0.3642549],"category_scores_gemma":[0.0194507,0.0006006477,0.001055057,0.0008973573,0.001550702,0.00418642,0.005212211,0.007101214,0.3472185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001687482,"about_ca_system_score_gemma":0.004025563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955747,"about_ca_topic_score_gemma":0.004493149,"domain_scores_codex":[0.9963669,0.0005747107,0.0002464094,0.0004150679,0.001807974,0.0005888469],"domain_scores_gemma":[0.9734274,0.001787666,0.00126226,0.0008046806,0.008635766,0.01408208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001156711,0.0000147511,0.00005372498,0.00004822586,0.000001587255,0.00005127006,0.00002317471,0.000004752432,0.00005869123,0.0002324411,0.9897081,0.009791864],"study_design_scores_gemma":[0.000005310776,0.00001132216,0.0001995535,0.00005712541,0.000001056464,0.0001134109,0.00008331674,0.000007899642,0.00002346216,0.0001218484,0.9993692,0.0000066138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005036164,0.009195525,0.0005337012,0.1415391,0.6859293,0.0002014376,0.0005059623,0.000761046,0.1608303],"genre_scores_gemma":[0.003147862,0.005703326,0.0008099891,0.0639488,0.2088587,0.0001277993,0.0004231085,0.0006445763,0.7163358],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3642549,"threshold_uncertainty_score":0.9068133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892695528","doi":"10.32378/ijp.v3i2.119","title":"Strategies for incorporating patient safety education in paramedic education using the IHI Open School","year":2018,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Patient Safety and Medication Errors","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":"Fanshawe College","funders":"","keywords":"Certificate; Curriculum; Patient safety; Class (philosophy); Medical education; Medicine; Nursing; Health care; Psychology; Pedagogy; Political science","authors":[{"name":"Alan M Batt","is_ca":true},{"name":"Lisa Henderson","is_ca":true},{"name":"Trevor Hines Duncliffe","is_ca":true},{"name":"S Robb","is_ca":true},{"name":"Jenalyn Cundy Jones","is_ca":true},{"name":"Rayne Crosetta","is_ca":true},{"name":"Presley Smith","is_ca":true},{"name":"Dugg Steary","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1443039244996966,"gpt":0.5215181458721344,"spread":0.3772142213724378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01983911,0.0007705079,0.000621124,0.004691176,0.008777581,0.01047196,0.004904668,0.004556341,0.02389465],"category_scores_gemma":[0.02955645,0.0009501667,0.001173553,0.002207797,0.00306417,0.009446948,0.01841153,0.006743086,0.004151411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0106989,"about_ca_system_score_gemma":0.06453591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01796453,"about_ca_topic_score_gemma":0.05084259,"domain_scores_codex":[0.9897676,0.004887039,0.0004773819,0.000622782,0.002129901,0.002115194],"domain_scores_gemma":[0.9667585,0.008109133,0.002178739,0.001774476,0.00554497,0.01563421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001665977,0.008332557,0.01607563,0.002173794,0.00005253925,0.00123877,0.04342588,0.0008176368,0.00232271,0.02724954,0.08232805,0.8158163],"study_design_scores_gemma":[0.0004778131,0.002291745,0.05963184,0.01020545,0.0001701274,0.001031758,0.106994,0.002096665,0.003312069,0.03042464,0.7830704,0.0002935792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1857106,0.006200078,0.103005,0.2877743,0.005831062,0.0211413,0.0003121113,0.003426553,0.3865989],"genre_scores_gemma":[0.5058879,0.008016564,0.3722338,0.03515072,0.001596225,0.01097827,0.000425852,0.0003438649,0.06536688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02389465,"threshold_uncertainty_score":0.1049205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2568703556","doi":"10.32378/ijp.v1i1.25","title":"EMS Gathering 2016 Abstracts","year":2016,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Emergency and Acute Care Studies","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":"Fanshawe College","funders":"","keywords":"Computer science","authors":[{"name":"Alan M Batt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03599966458641114,"gpt":0.3329649779639167,"spread":0.2969653133775056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001902027,0.001957644,0.0008124374,0.004113543,0.001696776,0.003221362,0.0008809427,0.001279899,0.4768481],"category_scores_gemma":[0.01247227,0.0004199396,0.001089017,0.003575612,0.0002912856,0.001476802,0.002746043,0.001690637,0.296482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002022374,"about_ca_system_score_gemma":0.003825412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00563755,"about_ca_topic_score_gemma":0.009928058,"domain_scores_codex":[0.9984329,0.0001989005,0.000258515,0.0001191235,0.0008322087,0.0001582873],"domain_scores_gemma":[0.9904993,0.0006672242,0.0008936777,0.0002929372,0.006222274,0.001424487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008384684,0.00001373965,0.0001202457,0.000280962,0.000004118805,0.00005095661,0.0000283948,0.00002606723,0.0001575429,0.00006547015,0.9881638,0.01100491],"study_design_scores_gemma":[0.00003484678,0.00004073497,0.002213345,0.0006868601,0.000007414089,0.00004931885,0.0001810863,0.00003794886,0.0002069048,0.0002299728,0.9963006,0.00001092024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006668466,0.01834056,0.001554028,0.04298645,0.1858184,0.003853452,0.1330646,0.001729488,0.6059846],"genre_scores_gemma":[0.01374559,0.01530435,0.001160861,0.005723784,0.03231337,0.001629336,0.05613634,0.0008238269,0.8731626],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5231519,"threshold_uncertainty_score":0.7462127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2566840402","doi":"10.32378/ijp.v1i1.27","title":"Introducing the Irish Journal of Paramedicine Editorial Board","year":2016,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Fanshawe College","funders":"Hamilton Health Sciences","keywords":"Irish; Editorial board; Political science; Medicine; Library science; Computer science; Philosophy","authors":[{"name":"Alan M Batt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02539783773025761,"gpt":0.3297054357146837,"spread":0.3043075979844261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0173587,0.001807015,0.001391565,0.00398909,0.004656217,0.01561969,0.002198176,0.007470784,0.02676564],"category_scores_gemma":[0.05364518,0.0008636831,0.001332,0.001282448,0.003770537,0.005606056,0.003565671,0.01116586,0.02024021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004256482,"about_ca_system_score_gemma":0.01193399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001928013,"about_ca_topic_score_gemma":0.004259292,"domain_scores_codex":[0.9856955,0.002916343,0.001508906,0.00121839,0.007418784,0.00124217],"domain_scores_gemma":[0.9161515,0.008165929,0.004499804,0.00215842,0.04648326,0.02254112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002001908,0.00001669527,0.0001534239,0.0001268717,0.000004978497,0.0001762283,0.00007320029,0.00002193748,0.0001180676,0.0005509081,0.9852893,0.0134485],"study_design_scores_gemma":[0.0000132945,0.00001954211,0.000281868,0.0002310861,0.000006056895,0.0002407466,0.0001608873,0.00004758486,0.00007634821,0.0003583147,0.9985482,0.00001598535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000262418,0.003875226,0.0003575531,0.07410599,0.9125353,0.0000916159,0.00003318592,0.0001519525,0.00858683],"genre_scores_gemma":[0.004858851,0.006769811,0.001624456,0.0524448,0.8739163,0.0001669205,0.0001013143,0.0003565225,0.05976101],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02676564,"threshold_uncertainty_score":0.09180272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2625851781","doi":"10.32378/ijp.v2i1.53","title":"EMS Gathering 2017 Abstract Supplement","year":2017,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Cardiac Arrest and Resuscitation","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":"Fanshawe College","funders":"","keywords":"Medicine; Medical emergency; Computer science","authors":[{"name":"Alan M Batt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05820338467852537,"gpt":0.3859511347230921,"spread":0.3277477500445667,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00139299,0.001264762,0.0008507461,0.003130218,0.001873567,0.003609251,0.001283376,0.001832409,0.8111618],"category_scores_gemma":[0.007595277,0.0004198942,0.000878923,0.002169416,0.0003048812,0.001517509,0.002323146,0.001844494,0.6078217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002304011,"about_ca_system_score_gemma":0.004873984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071711,"about_ca_topic_score_gemma":0.01814575,"domain_scores_codex":[0.9986891,0.0001637177,0.0001203117,0.00009147902,0.0007101835,0.0002252008],"domain_scores_gemma":[0.990819,0.0007726605,0.0003861786,0.0003097028,0.00656402,0.001148405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002913959,0.00001295535,0.00003086752,0.00008594286,9.640945e-7,0.00001477675,0.000006152339,0.00001217686,0.00003604882,0.000078008,0.9938545,0.005838486],"study_design_scores_gemma":[0.00002380664,0.00002472757,0.0007918016,0.000229325,0.00000231666,0.00001999156,0.00006569801,0.00003080308,0.00007721093,0.0001838962,0.9985437,0.000006679624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001391678,0.002313963,0.001014259,0.01709413,0.07631556,0.001953486,0.06612731,0.001666779,0.8321229],"genre_scores_gemma":[0.004728903,0.002685086,0.0005965891,0.003419548,0.01178612,0.0009760518,0.0404394,0.0007006316,0.9346676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8111618,"threshold_uncertainty_score":0.2693548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}