{"id":"W2796629554","doi":"","title":"","year":2018,"lang":"fr","type":"article","venue":"PubMed","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Humanities; Political science; Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001903429,0.0002783155,0.0003086351,0.000403677,0.008405757,0.002192017,0.0005568537,0.002003843,0.06132885],"category_scores_gemma":[0.01230376,0.000176472,0.0003241125,0.0003771323,0.002603219,0.002270456,0.002942332,0.002677738,0.0104988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00192652,"about_ca_system_score_gemma":0.007351973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01156623,"about_ca_topic_score_gemma":0.02585055,"domain_scores_codex":[0.9977105,0.0008713141,0.00005705578,0.0001960708,0.0005775222,0.0005875047],"domain_scores_gemma":[0.9919526,0.0008067889,0.0007131324,0.0003920968,0.001524539,0.004610694],"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":[0.0001479073,0.0002213208,0.03191294,0.0002847979,0.00003621383,0.00266137,0.03436345,0.0000785364,0.002046743,0.02615147,0.717099,0.1849963],"study_design_scores_gemma":[0.00001278815,0.0001324204,0.01701047,0.0004181225,0.0000128963,0.002593535,0.04112705,0.0000424361,0.0003297382,0.004575572,0.9337177,0.00002723099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1261032,0.01219609,0.002347578,0.5845989,0.021557,0.00007331162,0.0002480196,0.0002245823,0.2526513],"genre_scores_gemma":[0.4687912,0.01112385,0.001983771,0.09112774,0.005499095,0.0001015483,0.0001800225,0.0001199337,0.4210729],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9386712,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067589765218871,"score_gpt":0.4003342979720458,"score_spread":0.2935753214501587,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}