{"id":"W3012704374","doi":"10.2196/16945","title":"Youth Experiences With Referrals to Mental Health Services in Canada: Protocol for a Web-Based Cross-Sectional Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Douglas Mental Health University Institute","funders":"Mitacs; Government of Canada; Ministère de l'Économie, de la Science et de l'Innovation - Québec","keywords":"Mental health; Referral; Public health; Medicine; Cross-sectional study; Population; Health care; Family medicine; Nursing; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02549156,0.001927255,0.002412519,0.005217871,0.01158246,0.004531584,0.003078393,0.001953304,0.02318834],"category_scores_gemma":[0.01498412,0.002776995,0.003587584,0.008136087,0.002043973,0.001840846,0.002667891,0.0033342,0.003347127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05593544,"about_ca_system_score_gemma":0.1380064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8292205,"about_ca_topic_score_gemma":0.9098154,"domain_scores_codex":[0.9886075,0.003805442,0.00203634,0.0008130561,0.002140017,0.002597617],"domain_scores_gemma":[0.9819248,0.00145839,0.001424709,0.000981589,0.01192929,0.002281312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02348078,0.03078721,0.3603468,0.02113003,0.001355629,0.003776978,0.06889135,0.007361717,0.005193874,0.009214368,0.2454654,0.2229959],"study_design_scores_gemma":[0.01417086,0.006333303,0.6858699,0.00791706,0.0006041347,0.000417182,0.06472755,0.004658201,0.002369165,0.002541751,0.2096393,0.0007515785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03580878,0.0003197924,0.002212492,0.0005164982,0.0001503907,0.930919,0.02502921,0.0000920642,0.004951759],"genre_scores_gemma":[0.02430174,0.0004736142,0.006312574,0.0005520523,0.00003237569,0.9618728,0.004710434,0.00001429572,0.001730202],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1707795,"threshold_uncertainty_score":0.4058419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4479959539936486,"score_gpt":0.5462784419777816,"score_spread":0.09828248798413308,"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."}}