{"id":"W2940796020","doi":"10.7202/1058612ar","title":"Utilisation des bases de données médico-administratives du Québec pour des études en santé mentale : opportunités, défis méthodologiques et limites – cas de la dépression chez les personnes diabétiques","year":2019,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Diabetes Management and Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université Laval; Université du Québec à Rimouski","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1051775,0.001180724,0.001896421,0.006834282,0.003734145,0.007749818,0.00432452,0.001413796,0.004160586],"category_scores_gemma":[0.2839498,0.001146564,0.001877891,0.012816,0.001638295,0.002200936,0.003683771,0.002275804,0.0008834183],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01920399,"about_ca_system_score_gemma":0.03932648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7407596,"about_ca_topic_score_gemma":0.7276348,"domain_scores_codex":[0.8499985,0.08751624,0.01535998,0.005867053,0.038978,0.002280179],"domain_scores_gemma":[0.6830052,0.1518962,0.02827191,0.02458094,0.1094362,0.002809516],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001218021,0.000354394,0.6203972,0.01151049,0.006413121,0.000398592,0.0256118,0.003855702,0.001727344,0.01022489,0.0338783,0.2844101],"study_design_scores_gemma":[0.000309636,0.0005225805,0.7765061,0.01518122,0.003350436,0.00040137,0.01154866,0.01140734,0.003583519,0.004508702,0.1722816,0.0003988784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5384146,0.05216097,0.1624572,0.03418966,0.002494178,0.01470604,0.1053749,0.001054379,0.08914804],"genre_scores_gemma":[0.8333656,0.01164003,0.1060056,0.005582072,0.000372076,0.01102693,0.01871865,0.0002321229,0.01305695],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.980796,"threshold_uncertainty_score":0.5562382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06272592710707978,"score_gpt":0.3420852236880431,"score_spread":0.2793592965809634,"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."}}