{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002874968,0.0002064425,0.0003660198,0.0003304488,0.0004689166,0.0004228258,0.0006461798,0.00007143555,0.0000814898],"category_scores_gemma":[0.000107693,0.0001591785,0.00002611181,0.001515555,0.0000581654,0.0003822382,0.0002360274,0.0003547819,0.00001971749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000539344,"about_ca_system_score_gemma":0.004088691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.828637,"about_ca_topic_score_gemma":0.9556651,"domain_scores_codex":[0.9965076,0.0002443392,0.0006271332,0.0007008914,0.001043808,0.0008762378],"domain_scores_gemma":[0.9987373,0.00007360171,0.0002046116,0.000299663,0.0005735466,0.0001113069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002373941,0.0003439026,0.9901125,0.002445538,0.000006815484,0.000008064072,0.001802734,0.00001188679,0.00001359955,0.00003496141,0.002400483,0.0004456189],"study_design_scores_gemma":[0.007348713,0.002389298,0.7646742,0.0009105505,1.927866e-7,4.771389e-7,0.028223,0.0006280935,0.00002835499,0.000008561734,0.195498,0.0002905253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2590381,1.625467e-7,0.000005510203,0.001539297,0.000007196396,0.739215,0.00003955747,0.00006953251,0.00008573845],"genre_scores_gemma":[0.4224651,1.100119e-9,0.00002610356,0.0007972965,0.0001313582,0.5765304,0.00001707592,0.00002049662,0.00001211891],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2254382,"threshold_uncertainty_score":0.7253162,"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."}}