{"id":"W4416786571","doi":"","title":"[Mental Health and Return/Integration to Work: International Concertation on Solutions and Priority Actions].","year":2025,"lang":"fr","type":"other","venue":"PubMed","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; Université du Québec à Montréal","funders":"","keywords":"White paper; Mental health; Work (physics); Process (computing); Public health; White (mutation)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0201524,0.002730949,0.001355082,0.004903209,0.004098966,0.01431264,0.005039847,0.01423382,0.02393078],"category_scores_gemma":[0.01533565,0.001022294,0.001657159,0.007336361,0.00725427,0.01152006,0.01593255,0.01374981,0.007466257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01299483,"about_ca_system_score_gemma":0.05675243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02252361,"about_ca_topic_score_gemma":0.02557062,"domain_scores_codex":[0.9864081,0.005130513,0.001939265,0.001320319,0.00312795,0.002073774],"domain_scores_gemma":[0.9857421,0.003133918,0.001680804,0.0007095548,0.004208241,0.004525317],"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":[0.00003260073,0.00006994499,0.0004104643,0.003282606,0.00002300515,0.0001881712,0.00379765,0.0002217533,0.0003176114,0.03917542,0.7437389,0.2087418],"study_design_scores_gemma":[0.00001679268,0.00003877265,0.001458608,0.003705147,0.00001211903,0.0002104231,0.003521776,0.0001232885,0.0000907725,0.007875029,0.9829134,0.00003392998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008706659,0.2657436,0.00616667,0.5659682,0.09455848,0.000752037,0.0007137487,0.0006014403,0.06462534],"genre_scores_gemma":[0.04702302,0.4548658,0.04473666,0.230533,0.05434731,0.003816868,0.004965548,0.001156808,0.158555],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02393078,"threshold_uncertainty_score":0.1065774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05011987201919887,"score_gpt":0.3050834537727648,"score_spread":0.2549635817535659,"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."}}