{"id":"W4407296571","doi":"10.24095/hpcdp.45.2.04f","title":"Accès direct à des traitements en santé mentale pour les travailleurs de la santé : un aperçu des demandes au cours des cinq premières vagues de la pandémie de COVID-19 en Ontario","year":2025,"lang":"fr","type":"article","venue":"Promotion de la santé et prévention des maladies chroniques au Canada","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Royal Ottawa Mental Health Centre; Ontario Shores Centre for Mental Health Sciences; St. Joseph’s Healthcare Hamilton; Waypoint Centre for Mental Health Care; University of Ottawa; Institute for Clinical Evaluative Sciences; Mental Health Research Canada; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Political science; Humanities; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.00219236,0.0003175339,0.0005787633,0.0009334707,0.002641325,0.001637705,0.001046838,0.0005592236,0.006739051],"category_scores_gemma":[0.008080056,0.0004302941,0.0008369006,0.003362,0.001140618,0.0008912478,0.001557855,0.000820077,0.000495745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03661152,"about_ca_system_score_gemma":0.04804007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9713424,"about_ca_topic_score_gemma":0.9843274,"domain_scores_codex":[0.9980166,0.0003465903,0.0001798042,0.0002894335,0.0007483003,0.0004192444],"domain_scores_gemma":[0.994935,0.0008691397,0.00117692,0.0002307874,0.002105349,0.0006828302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006245717,0.00009605285,0.9054261,0.00157498,0.0002616496,0.0003211427,0.02325336,0.0004459115,0.0009987806,0.002196949,0.01562306,0.04917745],"study_design_scores_gemma":[0.00002702449,0.00007271251,0.96585,0.0003853346,0.00009415631,0.00005023164,0.01123505,0.0002728247,0.0002350652,0.0001751896,0.02156998,0.00003244981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310725,0.003542372,0.001883278,0.007180015,0.0001755983,0.0006894007,0.03280323,0.00005855657,0.02259523],"genre_scores_gemma":[0.9679814,0.003407923,0.003027513,0.001094135,0.00005163634,0.0009050814,0.0081251,0.00003323988,0.01537411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03661152,"threshold_uncertainty_score":0.2656364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02409713087359124,"score_gpt":0.3846315885882826,"score_spread":0.3605344577146914,"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."}}