{"id":"W2105683393","doi":"","title":"Choisir avec soin: Éviter la médecine excessive","year":2014,"lang":"fr","type":"article","venue":"PubMed Central","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy; Gynecology; Political science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.007953852,0.0003863445,0.0007352768,0.001058418,0.004107481,0.004866925,0.000889362,0.003683659,0.0183505],"category_scores_gemma":[0.04726364,0.0003027935,0.000591888,0.001023024,0.005332972,0.006035067,0.004161807,0.007361594,0.003970412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003301548,"about_ca_system_score_gemma":0.01484467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007114022,"about_ca_topic_score_gemma":0.01327229,"domain_scores_codex":[0.9927442,0.003465328,0.0004463352,0.0006278181,0.001790714,0.0009257598],"domain_scores_gemma":[0.9670749,0.01286672,0.00486253,0.002102128,0.005556179,0.007537564],"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":[0.0004290282,0.000468318,0.0270585,0.003219716,0.0002032974,0.004360492,0.02729999,0.000196985,0.004011257,0.0817639,0.4473582,0.4036304],"study_design_scores_gemma":[0.00008651466,0.0003001456,0.01874038,0.003705496,0.00007563421,0.004671478,0.01327605,0.0001682041,0.0008684279,0.0347394,0.9232779,0.00009048994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0429691,0.03648693,0.00465151,0.824226,0.01238612,0.0001007367,0.0002480456,0.0003236328,0.07860789],"genre_scores_gemma":[0.5445783,0.05351414,0.01650405,0.3073048,0.01509724,0.0002547332,0.0003867371,0.0005388235,0.06182121],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0183505,"threshold_uncertainty_score":0.06138849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3112085854415169,"score_gpt":0.4511615198383466,"score_spread":0.1399529343968297,"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."}}