{"id":"W2135902079","doi":"10.1192/bjp.bp.107.037382","title":"Psychosocial and clinical correlates of suicidal acts: Results from a national population survey","year":2008,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre; University Health Network","funders":"National Institute of Mental Health; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Psychosocial; Psychology; Population; Clinical psychology; Psychiatry; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002093427,0.0001157126,0.0003971632,0.0000583215,0.0003579156,0.00003650659,0.0002360555,0.0001577182,0.00009314182],"category_scores_gemma":[0.0007241167,0.0001022403,0.0001921502,0.0001607984,0.0002416797,0.0001123311,0.00003206188,0.0005152587,0.00001174332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001628654,"about_ca_system_score_gemma":0.000104988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005299216,"about_ca_topic_score_gemma":0.00496957,"domain_scores_codex":[0.9973513,0.0006373354,0.001237184,0.0001866568,0.0004153624,0.0001721024],"domain_scores_gemma":[0.9973153,0.001183376,0.0009447394,0.0001231452,0.0003594359,0.00007398438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001425919,0.0002985538,0.9502324,0.000002141088,0.0004633024,0.00002347719,0.0006022405,0.00000304966,0.000001649638,0.0003261223,0.04540232,0.001218834],"study_design_scores_gemma":[0.003346545,0.0002321921,0.9871604,0.00003580799,0.00007234947,0.0007622885,0.0004872403,0.000005191192,4.818466e-7,0.007686151,0.0001097949,0.000101581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864581,0.005769079,0.00002058997,0.0009235219,0.004155404,0.0000867305,0.0002555955,0.000009595932,0.002321431],"genre_scores_gemma":[0.9966217,0.001066272,0.0004401455,0.0002926415,0.001401337,9.438485e-7,0.00003535101,0.00001548017,0.00012613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04529253,"threshold_uncertainty_score":0.8010864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05943458427700563,"score_gpt":0.3548322259403408,"score_spread":0.2953976416633352,"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."}}