{"id":"W31375397","doi":"10.1177/070674371405900106","title":"Characterizing Suicide in Toronto: An Observational Study and Cluster Analysis","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; McMaster University; University of Toronto; Sunnybrook Health Science Centre","funders":"Pfizer Canada; Bristol-Myers Squibb; Eli Lilly and Company; Physicians' Services Incorporated Foundation; Canadian Network for Mood and Anxiety Treatments; AstraZeneca Canada","keywords":"Observational study; Cluster (spacecraft); Psychology; Poison control; Suicide prevention; Medicine; Medical emergency; Computer science","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":[0.0007702679,0.0003595608,0.000410669,0.001420449,0.001856336,0.000798491,0.0007600485,0.00040526,0.001438211],"category_scores_gemma":[0.005463357,0.0004656346,0.0006404672,0.00314899,0.0007141985,0.0005612318,0.001644084,0.0005169607,0.0002237365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008023815,"about_ca_system_score_gemma":0.005654171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7499461,"about_ca_topic_score_gemma":0.7891278,"domain_scores_codex":[0.9988831,0.0002247405,0.0001510953,0.0002012934,0.0003195919,0.0002202367],"domain_scores_gemma":[0.9957505,0.0002948716,0.001905219,0.0004112872,0.0009542499,0.0006838071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000484418,0.00001413611,0.9974654,0.00002020478,0.00003996298,0.00009813222,0.001244552,0.00005026133,0.00006381622,0.00001866359,0.0002741522,0.0006621812],"study_design_scores_gemma":[0.000005600185,0.00003287713,0.9974985,0.000016937,0.00002121076,0.00009614214,0.001896315,0.0001695613,0.00002326256,0.00001751759,0.0002139995,0.000008114968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982102,0.000121936,0.00009358518,0.0000604478,0.000003362346,0.00003893517,0.001182195,0.000003969463,0.000285461],"genre_scores_gemma":[0.9983144,0.0001428858,0.0001176154,0.000019267,0.000003855187,0.00002676989,0.001219909,0.000002215163,0.0001531424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2500539,"threshold_uncertainty_score":0.5030531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0660932802226728,"score_gpt":0.3439587267569482,"score_spread":0.2778654465342754,"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."}}