{"id":"W7133324620","doi":"10.7202/1123621ar","title":"Pratiques en santé mentale et besoins spécifiques","year":2025,"lang":"en","type":"article","venue":"Santé mentale au Québec","topic":"Philosophy, Sociology, Political Theory","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health services; Public health; Research methodology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007195031,0.0004230768,0.0007410488,0.001191346,0.006326272,0.004337618,0.001264128,0.001705787,0.007066806],"category_scores_gemma":[0.01721978,0.000384648,0.0004852877,0.002073074,0.01086218,0.003548551,0.003906088,0.003145137,0.0004885331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01575869,"about_ca_system_score_gemma":0.03711814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2271701,"about_ca_topic_score_gemma":0.2842038,"domain_scores_codex":[0.9908653,0.00559541,0.0004057499,0.000796331,0.001498468,0.0008387537],"domain_scores_gemma":[0.9900311,0.004588618,0.001630075,0.0005540734,0.002177489,0.001018568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001645662,0.0002017454,0.04565137,0.003630633,0.0001192963,0.001263659,0.7750375,0.0007126642,0.002534908,0.08834688,0.007517513,0.07481917],"study_design_scores_gemma":[0.0000693808,0.000202269,0.09188256,0.004109979,0.0001265174,0.0008165332,0.6907501,0.0006066624,0.00107454,0.02769451,0.1825308,0.0001362635],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7759148,0.01352047,0.01820106,0.05889319,0.0005825607,0.001759788,0.001133352,0.0001120833,0.1298827],"genre_scores_gemma":[0.970643,0.005296761,0.006391929,0.003652091,0.0000713314,0.001068251,0.0001807564,0.00001810996,0.01267786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2271701,"threshold_uncertainty_score":0.4516957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524454017005196,"score_gpt":0.3785922301310668,"score_spread":0.3533476899610148,"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."}}