{"id":"W2771986817","doi":"10.1177/0706743717741058","title":"Suicide Attempts and Completions among Mothers Whose Children Were Taken into Care by Child Protection Services: A Cohort Study Using Linkable Administrative Data","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Cohort; Poison control; Suicide prevention; Injury prevention; Medical emergency; Occupational safety and health; Human factors and ergonomics; Medicine; Cohort study; Psychology; Psychiatry; Family medicine; Pediatrics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007776601,0.0001229288,0.0001821274,0.00007719187,0.005708742,0.0006235886,0.000886309,0.00008083219,0.00004689476],"category_scores_gemma":[0.00003793998,0.0001003735,0.00004498785,0.00008374159,0.0003650083,0.0006380792,0.00004190687,0.0003692354,0.000001718765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765461,"about_ca_system_score_gemma":0.001295006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6579973,"about_ca_topic_score_gemma":0.9855593,"domain_scores_codex":[0.998842,0.0002056446,0.0002597932,0.0001982431,0.0002628039,0.0002315388],"domain_scores_gemma":[0.9984881,0.00001159207,0.000513398,0.000512934,0.0001342441,0.0003396833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008437165,0.00002526877,0.9854638,0.000008446402,0.000109497,0.000002284993,0.01337363,0.00001449631,0.000001236672,0.0001564245,0.0004027556,0.0004337421],"study_design_scores_gemma":[0.0003650028,0.0001069142,0.9585893,0.0002231903,0.000146355,0.00002152588,0.03898386,0.00003237429,8.758615e-7,0.0004461046,0.00095314,0.0001314225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860246,0.0008284785,0.00002240983,0.01042156,0.0004754507,0.0008135201,0.0001103584,0.000007110169,0.001296571],"genre_scores_gemma":[0.9989211,0.00002664029,0.0001805928,0.0001468991,0.000651591,0.000002951703,0.00002142451,0.00001375207,0.00003504975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.327562,"threshold_uncertainty_score":0.9955857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04838464930611224,"score_gpt":0.3328868137246727,"score_spread":0.2845021644185604,"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."}}