{"id":"W4390851923","doi":"","title":"Rapport de recherche DPMQ","year":2018,"lang":"fr","type":"report","venue":"","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","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":[0.005805,0.001112845,0.001033825,0.006305288,0.002408913,0.006711831,0.001750044,0.003212039,0.1409405],"category_scores_gemma":[0.04193931,0.0004545444,0.001518654,0.004173073,0.001460746,0.00275798,0.003547282,0.004010916,0.05966824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008890141,"about_ca_system_score_gemma":0.01752429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1671236,"about_ca_topic_score_gemma":0.07679725,"domain_scores_codex":[0.9847863,0.001886316,0.0008042332,0.001350506,0.009107679,0.00206489],"domain_scores_gemma":[0.9671664,0.009187317,0.001718338,0.001881515,0.01670309,0.003343374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001853017,0.0001905673,0.009007081,0.0002509627,0.00004540953,0.0006271235,0.001176527,0.0001811676,0.0004164985,0.008200595,0.9484256,0.03129322],"study_design_scores_gemma":[0.000047016,0.00005587784,0.02522797,0.0002878361,0.0000223436,0.0004139597,0.001658418,0.0001913848,0.00107974,0.001003466,0.9699847,0.00002736108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04176178,0.009520173,0.006265244,0.1517889,0.03507229,0.001832419,0.2941975,0.002655606,0.456906],"genre_scores_gemma":[0.08569096,0.005679775,0.004332145,0.009494731,0.00704062,0.002095614,0.06761834,0.001261945,0.8167859],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1671236,"threshold_uncertainty_score":0.4714928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8817023977259766,"score_gpt":0.6678476545708357,"score_spread":0.2138547431551409,"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."}}