{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"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":"a0b9cb68fa73","filters":{"venue":"Barcelona Respiratory Network"}},"results":[{"id":"W4386852505","doi":"10.23866/brnrev:2023-m0090","title":"Impact of Chronic Cough on Quality of Life","year":2023,"lang":"en","type":"article","venue":"Barcelona Respiratory Network","topic":"Respiratory and Cough-Related Research","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":"Impact; West Park Healthcare Centre; McMaster University","funders":"","keywords":"Chronic cough; Quality of life (healthcare); Medicine; Quality (philosophy); Intensive care medicine; Internal medicine; Nursing; Asthma; Philosophy","authors":[{"name":"Ana Oliveira","is_ca":true},{"name":"Ana Sofia Grave","is_ca":false},{"name":"Dina Brooks","is_ca":true},{"name":"Imran Satia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09747743389216829,"gpt":0.4028332197408444,"spread":0.3053557858486761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00215971,0.00034939,0.001127989,0.0008285527,0.0003046842,0.0009980748,0.0003370031,0.0004128851,0.004561344],"category_scores_gemma":[0.008169831,0.0001042487,0.001572908,0.0009235945,0.0002669239,0.0005353229,0.0008648319,0.000785496,0.000378629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051584,"about_ca_system_score_gemma":0.0009033887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002965155,"about_ca_topic_score_gemma":0.004404125,"domain_scores_codex":[0.9975478,0.0009461833,0.0003253346,0.0001700839,0.0007702326,0.0002402869],"domain_scores_gemma":[0.9960859,0.001949269,0.00073339,0.00008303913,0.0008937787,0.0002547114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001181182,0.0002324516,0.14344,0.03977656,0.006741365,0.0003641627,0.000785337,0.001025697,0.001399208,0.001953074,0.0199877,0.7831133],"study_design_scores_gemma":[0.0001857486,0.001312071,0.8244541,0.02430862,0.005528507,0.001787785,0.001196964,0.0008539399,0.0007822149,0.002668774,0.1367812,0.0001399822],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.107138,0.8602515,0.001024998,0.00378387,0.0006543599,0.0001908191,0.004962513,0.00005908639,0.02193471],"genre_scores_gemma":[0.646052,0.3461318,0.001300049,0.001442642,0.0005296602,0.0002174374,0.002706637,0.00001626751,0.001603542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004561344,"threshold_uncertainty_score":0.01525921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393162479","doi":"10.23866/brnrev:2024-m0103","title":"Air pollution and lung cancer","year":2024,"lang":"en","type":"article","venue":"Barcelona Respiratory Network","topic":"Air Quality and Health Impacts","field":"Environmental Science","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 British Columbia","funders":"","keywords":"Lung cancer; Air pollution; Pollution; Environmental science; Medicine; Environmental health; Environmental planning; Oncology; Chemistry; Biology","authors":[{"name":"Stephen Lam","is_ca":true},{"name":"Michelle C. Turner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02755945153541248,"gpt":0.3180476906366592,"spread":0.2904882391012467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000470699,0.0002351728,0.0003823648,0.0009880065,0.0003761962,0.001265854,0.0002326957,0.0009790279,0.007738255],"category_scores_gemma":[0.0008345855,0.00008586274,0.0004976189,0.001089016,0.000378313,0.0003514877,0.0006725913,0.0007685265,0.001347732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009810083,"about_ca_system_score_gemma":0.0008540045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009439214,"about_ca_topic_score_gemma":0.008929785,"domain_scores_codex":[0.999235,0.0002769706,0.0000474898,0.0001345324,0.0002025106,0.0001034361],"domain_scores_gemma":[0.9994367,0.0001571041,0.0001367151,0.00002536194,0.0001493659,0.00009474023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005498797,0.000382658,0.2111524,0.005715969,0.001105507,0.00108437,0.0005455737,0.001144166,0.003266097,0.0241546,0.1040304,0.6468684],"study_design_scores_gemma":[0.0000360585,0.0002627642,0.4198076,0.002468904,0.0002895312,0.002325688,0.000548108,0.0003021417,0.0005835197,0.0139293,0.5594062,0.00004021224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02041538,0.9269999,0.0004400215,0.01564191,0.001263632,0.00002092105,0.0009899064,0.00004479515,0.03418361],"genre_scores_gemma":[0.3412552,0.6285868,0.0009834382,0.005123017,0.002921115,0.00005240341,0.001840742,0.0000247312,0.01921243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009439214,"threshold_uncertainty_score":0.02588707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895692848","doi":"10.23866/brnrev:2017-0005","title":"Use of Biomarkers in Chronic Obstructive Pulmonary Disease: Clinical Implications","year":2017,"lang":"en","type":"article","venue":"Barcelona Respiratory Network","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","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":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Pulmonary disease; Medicine; Internal medicine; Intensive care medicine; Cardiology","authors":[{"name":"Ji‐Yong Moon","is_ca":true},{"name":"Yu Ji Cho","is_ca":true},{"name":"Don D. Sin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08877994497106376,"gpt":0.3754296326502031,"spread":0.2866496876791393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01088805,0.0009927446,0.002144989,0.0027405,0.0004904683,0.003251776,0.001178698,0.003013876,0.002742816],"category_scores_gemma":[0.01606456,0.000297819,0.0008341777,0.002965686,0.002044976,0.003656228,0.001860992,0.003266159,0.001739308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516344,"about_ca_system_score_gemma":0.002170865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491004,"about_ca_topic_score_gemma":0.001425869,"domain_scores_codex":[0.9929333,0.003231212,0.0009011577,0.0007636463,0.001960194,0.0002105597],"domain_scores_gemma":[0.9866877,0.008674664,0.001395172,0.0003268892,0.002542006,0.0003735331],"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":[0.0001955074,0.00008358209,0.004435976,0.01160099,0.0002308293,0.0004255682,0.0003415391,0.0003027907,0.001234312,0.01244809,0.03829657,0.9304042],"study_design_scores_gemma":[0.00005863559,0.0004534416,0.0145292,0.03093617,0.0005545852,0.005645171,0.0006796916,0.0004144973,0.00164072,0.02963311,0.9153028,0.0001520309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002084536,0.9918061,0.0004602064,0.00597558,0.0006138611,0.000007556434,0.00002914158,0.000008139345,0.0008909326],"genre_scores_gemma":[0.005870976,0.9846201,0.002434379,0.003931001,0.002529316,0.00004212338,0.0000791877,0.000009246,0.000483733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01088805,"threshold_uncertainty_score":0.0575822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2973306696","doi":"10.23866/brnrev:2019-0005","title":"Chronic Obstructive Pulmonary Disease Exacerbations: Current Controversies","year":2019,"lang":"en","type":"article","venue":"Barcelona Respiratory Network","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","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 Ottawa; Ottawa Hospital","funders":"","keywords":"Pulmonary disease; Medicine; Intensive care medicine; Current (fluid); Internal medicine","authors":[{"name":"Shawn D. Aaron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01913316745538577,"gpt":0.2855288285115075,"spread":0.2663956610561217,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01796711,0.0009889582,0.00331108,0.002965698,0.001902086,0.007000026,0.003379056,0.007769081,0.005801294],"category_scores_gemma":[0.03887462,0.0005374523,0.001612653,0.00318555,0.006654133,0.01020661,0.003649937,0.01276051,0.002752904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003080322,"about_ca_system_score_gemma":0.00750164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002845987,"about_ca_topic_score_gemma":0.004180801,"domain_scores_codex":[0.9924172,0.002911415,0.00145334,0.001054859,0.00177791,0.0003852205],"domain_scores_gemma":[0.9423183,0.04597378,0.002508073,0.0008265843,0.006785057,0.001588233],"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":[0.0002170963,0.0001439071,0.0009816454,0.02086359,0.0002682462,0.0002668584,0.0008852567,0.0002453613,0.0002377887,0.02421765,0.1501614,0.8015111],"study_design_scores_gemma":[0.00006201103,0.0001429164,0.00186507,0.04390229,0.000326718,0.001218307,0.002199259,0.0001926579,0.000152174,0.05416791,0.8956814,0.0000892242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001309799,0.9303734,0.0001948054,0.06534278,0.003069942,0.000006667704,0.00002822881,0.0000127307,0.0008404852],"genre_scores_gemma":[0.003433184,0.9444229,0.0006671888,0.03152527,0.0195182,0.00003325863,0.0000636639,0.00001344862,0.0003229605],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01796711,"threshold_uncertainty_score":0.09502029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2760333330","doi":"10.23866/brnrev:2016-m0032","title":"Exercise Testing in Chronic Respiratory Diseases: Basics and Clinical Implications","year":2016,"lang":"en","type":"article","venue":"Barcelona Respiratory Network","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","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":"Queen's University","funders":"","keywords":"Medicine; Intensive care medicine; Respiratory system; Internal medicine","authors":[{"name":"Dennis OʼDonnell","is_ca":true},{"name":"Nicolle J. Domnik","is_ca":true},{"name":"J. Alberto Neder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05913493796545428,"gpt":0.3519258151949088,"spread":0.2927908772294546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002259367,0.0006540608,0.001261707,0.001178098,0.0002312704,0.001343383,0.0006393782,0.001908529,0.001763863],"category_scores_gemma":[0.00292627,0.0002007073,0.0004445344,0.001099077,0.001616819,0.001099369,0.0008161771,0.001986128,0.0009806565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004681957,"about_ca_system_score_gemma":0.0008859628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008569207,"about_ca_topic_score_gemma":0.001070192,"domain_scores_codex":[0.9990447,0.0004012069,0.0001599503,0.0001106365,0.0002368134,0.00004674253],"domain_scores_gemma":[0.9983616,0.0009437309,0.0002170957,0.00007501352,0.0003069931,0.00009559677],"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":[0.0002719478,0.0001708644,0.006137949,0.007387928,0.0001403428,0.001437759,0.0004035032,0.0004257825,0.00511575,0.01129445,0.020416,0.9467977],"study_design_scores_gemma":[0.0002163231,0.002171061,0.07694186,0.02201628,0.00045414,0.02832813,0.001165309,0.0010861,0.004053009,0.04742455,0.8159447,0.0001986179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001423368,0.9874964,0.001833945,0.004809644,0.001107913,0.00002609136,0.00004092427,0.00002276899,0.003238959],"genre_scores_gemma":[0.02840132,0.9539227,0.004651054,0.004013457,0.00676745,0.0001445928,0.000106594,0.00001682669,0.001975952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002259367,"threshold_uncertainty_score":0.01194882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2978887442","doi":"10.23866/brnrev:2019-0007","title":"The Canadian Cohort Obstructive Lung Disease (CanCOLD): New Insights for Primary Care Application","year":2019,"lang":"en","type":"article","venue":"Barcelona Respiratory Network","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","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":"McGill University Health Centre; University of British Columbia; McGill University","funders":"","keywords":"Primary care; Cohort; Medicine; Obstructive lung disease; Pulmonary disease; Intensive care medicine; Cohort study; Lung disease; Lung; Internal medicine; Family medicine","authors":[{"name":"Jean Bourbeau","is_ca":true},{"name":"Wan C. Tan","is_ca":true},{"name":"Hélène Perrault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009855092131742718,"gpt":0.2616977860819472,"spread":0.2518426939502044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04515514,0.0009015228,0.002096739,0.009402023,0.002885874,0.00607061,0.0029193,0.002301904,0.006549347],"category_scores_gemma":[0.1295755,0.0005950748,0.001273655,0.01637973,0.003423394,0.002701194,0.004621808,0.003274235,0.0007278079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03497121,"about_ca_system_score_gemma":0.1258437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8994908,"about_ca_topic_score_gemma":0.9364581,"domain_scores_codex":[0.9780965,0.007854288,0.001729678,0.001841692,0.009103282,0.001374425],"domain_scores_gemma":[0.8715957,0.06403554,0.003989139,0.006794035,0.0475338,0.006051771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002799366,0.00004296412,0.04142895,0.01206678,0.0007715887,0.0003746577,0.003778114,0.0006209268,0.0001706329,0.07578996,0.3421827,0.5224928],"study_design_scores_gemma":[0.0001303485,0.0001087405,0.07956648,0.02958258,0.0009716203,0.0005070351,0.002935394,0.0007575341,0.0001299717,0.02621195,0.858897,0.0002013976],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003751293,0.7755845,0.006523294,0.1629265,0.00804135,0.000407405,0.01392745,0.000171717,0.02866664],"genre_scores_gemma":[0.1268576,0.7636948,0.03266685,0.04823219,0.01149238,0.00111506,0.009810682,0.000233802,0.00589666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1005092,"threshold_uncertainty_score":0.2537351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754256323","doi":"10.23866/brnrev:2017-m0049","title":"Cigarette Smoke Exposure Alters Bacterial-Host Interactions in the Respiratory Tract to Promote Disease","year":2017,"lang":"en","type":"article","venue":"Barcelona Respiratory Network","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University Medical Centre; McMaster University","funders":"","keywords":"Respiratory tract; Cigarette smoke; Host (biology); Disease; Respiratory system; Host factors; Medicine; Microbiology; Biology; Immunology; Environmental health; Pathology; Internal medicine; Ecology","authors":[{"name":"Pamela Shen","is_ca":true},{"name":"Martin R. Stämpfli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0897249741433392,"gpt":0.4056148943623305,"spread":0.3158899202189913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002023767,0.0001198385,0.0001632172,0.0002909834,0.0001179924,0.0004588919,0.0001055935,0.000429153,0.00172875],"category_scores_gemma":[0.0001640657,0.00005855836,0.0002369789,0.0001582132,0.0001337987,0.0001805917,0.0002129539,0.0002376856,0.000511112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129913,"about_ca_system_score_gemma":0.0002161954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009220255,"about_ca_topic_score_gemma":0.001680365,"domain_scores_codex":[0.9998676,0.00003798305,0.0000112686,0.00001759278,0.00004222145,0.00002328652],"domain_scores_gemma":[0.999945,0.00001422894,0.00001633066,0.000002109205,0.00001385029,0.0000084904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003792134,0.0003058215,0.1723613,0.003895136,0.0003831156,0.002664386,0.0007359451,0.0004677479,0.1561151,0.01032646,0.01070198,0.6416638],"study_design_scores_gemma":[0.00002157912,0.001270838,0.6220947,0.001656919,0.0003967088,0.009252331,0.0008298562,0.0007412189,0.0284288,0.004375041,0.3308876,0.00004448433],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2392652,0.7256175,0.003340526,0.005057111,0.001183629,0.00005981312,0.0003503997,0.0001016686,0.02502422],"genre_scores_gemma":[0.5257825,0.4539149,0.002277707,0.001761158,0.001002308,0.00005101426,0.0002127717,0.00001374592,0.01498388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00172875,"threshold_uncertainty_score":0.0057832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233373487","doi":"10.24875/brn.m17000014","title":"The Debate About the Use of Long-Acting Inhaled ß-agonists in Asthma","year":2017,"lang":"en","type":"article","venue":"Barcelona Respiratory Network","topic":"Asthma and respiratory diseases","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":"St. Joseph’s Healthcare Hamilton; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Asthma; Medicine; Internal medicine","authors":[{"name":"Paul M. O’Byrne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07863420418074066,"gpt":0.3233769922485757,"spread":0.2447427880678351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05954191,0.0005246518,0.003159946,0.00174759,0.003440959,0.007206232,0.004074127,0.02394398,0.008186284],"category_scores_gemma":[0.1004339,0.0006663279,0.002125009,0.002287631,0.0158704,0.009659805,0.003698777,0.04014034,0.003854307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005646755,"about_ca_system_score_gemma":0.006303731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004402252,"about_ca_topic_score_gemma":0.004799846,"domain_scores_codex":[0.9599071,0.02105264,0.004057434,0.003363689,0.01047485,0.001144272],"domain_scores_gemma":[0.8638628,0.1089296,0.007076166,0.003424611,0.01176289,0.004943982],"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":[0.001768902,0.000225183,0.002656029,0.005467657,0.000552941,0.0005386278,0.002227252,0.0002506188,0.0008391324,0.1164913,0.515375,0.3536074],"study_design_scores_gemma":[0.0006191103,0.0005229985,0.006096084,0.01641999,0.0004800496,0.001199183,0.001540364,0.0001354863,0.0005578793,0.05771688,0.9146134,0.0000985797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006685899,0.1778773,0.0001852,0.8040648,0.01273067,0.000005353567,0.00006663184,0.000009461479,0.004391977],"genre_scores_gemma":[0.02415057,0.1353478,0.000629674,0.7882183,0.04974996,0.00003921275,0.00007497246,0.00004328641,0.001746165],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05954191,"threshold_uncertainty_score":0.3148915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393162382","doi":"10.23866/brnrev:2024-m0102","title":"Quality requirements to establish a successful lung cancer screening program","year":2024,"lang":"en","type":"article","venue":"Barcelona Respiratory Network","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Lung cancer; Medicine; Risk analysis (engineering); Medical physics; Intensive care medicine; Oncology","authors":[{"name":"Amna Burzić","is_ca":false},{"name":"David Baldwin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0542909848419534,"gpt":0.4147383795382093,"spread":0.3604473946962559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3819781,0.0006225524,0.004152567,0.004691057,0.002981041,0.01137063,0.004966782,0.004767178,0.006838312],"category_scores_gemma":[0.563135,0.00124114,0.003571873,0.006551739,0.00422179,0.008088935,0.005900286,0.003920843,0.001230787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01555881,"about_ca_system_score_gemma":0.09468379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01988419,"about_ca_topic_score_gemma":0.01870214,"domain_scores_codex":[0.7241047,0.1318666,0.06678836,0.005957771,0.06552056,0.00576202],"domain_scores_gemma":[0.3272459,0.3906909,0.04594893,0.02793831,0.1964814,0.01169451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005217929,0.0004574227,0.01388349,0.1020136,0.001187966,0.0002661023,0.004098198,0.002430582,0.0007259859,0.04315874,0.03273189,0.7985241],"study_design_scores_gemma":[0.001588645,0.002782768,0.06406169,0.3017129,0.003218903,0.0008684161,0.007112965,0.003982006,0.002867312,0.06858183,0.5428596,0.0003629396],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.04349524,0.3364564,0.1382999,0.3559529,0.01138364,0.0470535,0.006172281,0.001123289,0.06006272],"genre_scores_gemma":[0.3253566,0.1575233,0.4148248,0.0471208,0.002929554,0.04301533,0.00385502,0.0003643886,0.005010114],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3819781,"threshold_uncertainty_score":0.762131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2756308762","doi":"10.23866/brnrev:2017-m0047","title":"The Debate About the Use of Long-Acting Inhaled ß-agonists in Asthma","year":2017,"lang":"en","type":"article","venue":"Barcelona Respiratory Network","topic":"Asthma and respiratory diseases","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":"McMaster University; Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Asthma; Inhaled corticosteroids; Medicine; Internal medicine","authors":[{"name":"Paul M. O’Byrne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07863420418074066,"gpt":0.3233769922485757,"spread":0.2447427880678351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06266076,0.0005497909,0.003291046,0.001787375,0.003660994,0.007501597,0.004296749,0.02554902,0.00813872],"category_scores_gemma":[0.1051861,0.0006991563,0.002159845,0.002367809,0.01702407,0.0102676,0.003881498,0.04315943,0.00396144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005804871,"about_ca_system_score_gemma":0.006625054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004382311,"about_ca_topic_score_gemma":0.004785081,"domain_scores_codex":[0.9576405,0.02197137,0.004281999,0.003618711,0.01128211,0.001205227],"domain_scores_gemma":[0.8571221,0.1143076,0.007210838,0.003633397,0.01245669,0.005269332],"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":[0.001728674,0.0002314666,0.002610497,0.005294221,0.0005371664,0.0005560947,0.002341785,0.000249038,0.0008574805,0.1209494,0.5180184,0.3466258],"study_design_scores_gemma":[0.00059653,0.0005280247,0.005607526,0.01562443,0.0004483859,0.00123249,0.001559082,0.0001344029,0.0005490986,0.05964004,0.9139801,0.00009998798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006212898,0.1709746,0.0001859789,0.8112361,0.01280271,0.000005229904,0.00006329925,0.000009518564,0.004101326],"genre_scores_gemma":[0.02226087,0.1290601,0.0006232504,0.7955202,0.05072713,0.00003819412,0.00007321297,0.00004343985,0.001653525],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06266076,"threshold_uncertainty_score":0.3313858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3175248427","doi":"10.23866/brnrev:2020-0007","title":"New Occupational Exposures with Respiratory Effects","year":2021,"lang":"en","type":"article","venue":"Barcelona Respiratory Network","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Respiratory system; Environmental health; Medicine; Internal medicine","authors":[{"name":"Subhabrata Moitra","is_ca":true},{"name":"Prasun Haldar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0147347518913221,"gpt":0.2377254002111944,"spread":0.2229906483198723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145203,0.0004852342,0.0004638117,0.002332926,0.0006411087,0.001561722,0.0004257423,0.0008364477,0.006397977],"category_scores_gemma":[0.002055886,0.0001987693,0.001092726,0.002434887,0.0003456336,0.0005166447,0.0007753278,0.0006065429,0.0007714013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263405,"about_ca_system_score_gemma":0.0008990146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009621603,"about_ca_topic_score_gemma":0.01205384,"domain_scores_codex":[0.9984437,0.0003693264,0.0001793102,0.0003717948,0.000447932,0.00018798],"domain_scores_gemma":[0.9980695,0.0004354432,0.0004158384,0.0002281224,0.0005663568,0.0002848038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003909412,0.0002317914,0.9235569,0.00033551,0.0001794635,0.0009791495,0.0003156638,0.000359232,0.002534691,0.0004948039,0.002980449,0.06764156],"study_design_scores_gemma":[0.00001373974,0.0001825862,0.9757147,0.0001009656,0.0001086629,0.001590971,0.0003262643,0.0001743568,0.0005782241,0.0004395473,0.02075753,0.00001228774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8508587,0.08944706,0.004259168,0.003051105,0.001097349,0.00009165968,0.006538246,0.0001764384,0.04448016],"genre_scores_gemma":[0.9739118,0.01274792,0.001708113,0.0004378172,0.0008382418,0.00004792428,0.003124879,0.00003788108,0.007145452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009621603,"threshold_uncertainty_score":0.02140331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251763810","doi":"10.23866/brnrev:2016-0032","title":"Exercise Testing in Chronic Respiratory Diseases: Basics and Clinical Implications","year":2016,"lang":"en","type":"article","venue":"Barcelona Respiratory Network","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","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":"Medicine; Respiratory system; Intensive care medicine; Internal medicine","authors":[{"name":"Dennis OʼDonnell","is_ca":true},{"name":"Nicolle J. Domnik","is_ca":true},{"name":"J. Alberto Neder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05913493796545428,"gpt":0.3519258151949088,"spread":0.2927908772294546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002259367,0.0006540608,0.001261707,0.001178098,0.0002312704,0.001343383,0.0006393782,0.001908529,0.001763863],"category_scores_gemma":[0.00292627,0.0002007073,0.0004445344,0.001099077,0.001616819,0.001099369,0.0008161771,0.001986128,0.0009806565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004681957,"about_ca_system_score_gemma":0.0008859628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008569207,"about_ca_topic_score_gemma":0.001070192,"domain_scores_codex":[0.9990447,0.0004012069,0.0001599503,0.0001106365,0.0002368134,0.00004674253],"domain_scores_gemma":[0.9983616,0.0009437309,0.0002170957,0.00007501352,0.0003069931,0.00009559677],"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":[0.0002719478,0.0001708644,0.006137949,0.007387928,0.0001403428,0.001437759,0.0004035032,0.0004257825,0.00511575,0.01129445,0.020416,0.9467977],"study_design_scores_gemma":[0.0002163231,0.002171061,0.07694186,0.02201628,0.00045414,0.02832813,0.001165309,0.0010861,0.004053009,0.04742455,0.8159447,0.0001986179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001423368,0.9874964,0.001833945,0.004809644,0.001107913,0.00002609136,0.00004092427,0.00002276899,0.003238959],"genre_scores_gemma":[0.02840132,0.9539227,0.004651054,0.004013457,0.00676745,0.0001445928,0.000106594,0.00001682669,0.001975952],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002259367,"threshold_uncertainty_score":0.01194882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}