{"id":"W3015557131","doi":"","title":"","year":2020,"lang":"fr","type":"article","venue":"PubMed","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Humanities; Medicine; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001055032,0.0004135642,0.0007899926,0.0000264504,0.0002972382,0.000117417,0.000277634,0.0002056311,0.0003703938],"category_scores_gemma":[0.006342915,0.0003827621,0.0002836194,0.000780743,0.0004526016,0.0007402218,0.0004144337,0.001155186,0.0002351976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877717,"about_ca_system_score_gemma":0.00005570563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002103308,"about_ca_topic_score_gemma":0.0000110075,"domain_scores_codex":[0.9952722,0.0003847583,0.0006525131,0.0007272368,0.0006290639,0.002334293],"domain_scores_gemma":[0.9941907,0.001246169,0.0002021557,0.0002382467,0.0001249955,0.003997756],"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":[0.002500086,0.0004651386,0.05265096,0.001269024,0.001183517,0.001084364,0.001780183,0.00002133586,0.00005852165,0.001589818,0.016583,0.920814],"study_design_scores_gemma":[0.003203606,0.0001891969,0.3780183,0.00003371342,0.001275419,0.00005090972,0.0008475728,0.0006985682,0.0007775025,0.00007534946,0.6145721,0.0002577811],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05494431,0.2643716,0.0001503299,0.6629661,0.003337841,0.002016787,0.00003623504,0.000117784,0.01205903],"genre_scores_gemma":[0.8197882,0.02753457,0.0001200674,0.1387533,0.01036177,0.001755862,0.000004745007,0.00003908886,0.001642347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9205562,"threshold_uncertainty_score":0.9998624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2028551497706457,"score_gpt":0.3567983501378045,"score_spread":0.1539432003671588,"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."}}