{"id":"W2115770815","doi":"10.1177/070674370605100107","title":"Suicidality, Depression, and Mental Health Service Use in Canada","year":2006,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Suicidal ideation; Depression (economics); Mental health; Psychiatry; Suicide prevention; Psychological intervention; Medicine; Population; Poison control; Psychology; Clinical psychology; Medical emergency; Environmental health","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":[0.0007464102,0.0002267178,0.0003496959,0.001760968,0.002332403,0.001085923,0.0009084091,0.0004337222,0.00234477],"category_scores_gemma":[0.003077119,0.0003244847,0.0006913778,0.004206414,0.0005333112,0.0003119445,0.0009804982,0.0007665835,0.0001768217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02611455,"about_ca_system_score_gemma":0.0385249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950672,"about_ca_topic_score_gemma":0.9969113,"domain_scores_codex":[0.999169,0.00008253184,0.00007306158,0.00006512364,0.0003508418,0.0002594916],"domain_scores_gemma":[0.9970548,0.0001320326,0.0005117913,0.00004292705,0.001447119,0.0008112984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005531616,0.00003077572,0.9907448,0.00005306387,0.00005288135,0.00008462738,0.0003989523,0.00007518334,0.00004240214,0.0001222774,0.001675211,0.006664539],"study_design_scores_gemma":[0.00001102622,0.00001629556,0.9974449,0.00008319144,0.00002130372,0.00008731227,0.0009062603,0.0002912872,0.00002783337,0.00003445456,0.001066827,0.00000931234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830639,0.002964893,0.00007972519,0.002006511,0.00003572236,0.00005822293,0.007207907,0.00001709458,0.004566094],"genre_scores_gemma":[0.9953952,0.001362663,0.0001700534,0.0001980788,0.000008209425,0.00001595201,0.001810448,0.00000414583,0.001035213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02611455,"threshold_uncertainty_score":0.1894752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217982588486563,"score_gpt":0.3040221801023562,"score_spread":0.2822239212536999,"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."}}