{"id":"W2782346540","doi":"10.1016/j.jad.2017.12.061","title":"Association of suicidal risk with ratings of affective temperaments","year":2018,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Bruce J. Anderson Foundation","keywords":"Temperament; Suicidal ideation; Depression (economics); Bipolar disorder; Internal medicine; Psychiatry; Major depressive disorder; Psychology; Poison control; Anxiety; Clinical psychology; Injury prevention; Medicine; Mood; Personality; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008136494,0.0001677578,0.0004992361,0.0002166734,0.00009823418,0.000008691451,0.0001349288,0.0001014577,0.0001452761],"category_scores_gemma":[0.0006791739,0.0001251379,0.0001618068,0.0003858052,0.0001886531,0.0001531762,0.00002600642,0.0002858266,0.0000085783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286167,"about_ca_system_score_gemma":0.00005978305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165218,"about_ca_topic_score_gemma":0.00127207,"domain_scores_codex":[0.998381,0.0004194197,0.0004104312,0.0001602506,0.0003985044,0.0002303704],"domain_scores_gemma":[0.9963761,0.0008498228,0.0017036,0.0001264422,0.0008976745,0.00004638296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009724656,0.0004413836,0.9756261,0.00001573063,0.002337532,0.000002688376,0.01206013,0.0000116572,0.001915209,0.00007068038,0.002275488,0.004271003],"study_design_scores_gemma":[0.003962301,0.005950211,0.970239,0.00003231121,0.0003809471,0.000007240805,0.01276011,0.000006932362,0.005735015,0.0006810895,0.0000922687,0.0001525858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921724,0.0002499122,0.000595288,0.0001456016,0.0004190662,0.0002614691,0.00001569366,0.000007748859,0.006132789],"genre_scores_gemma":[0.9994242,0.00005743121,0.0001703007,0.00005272247,0.0001283762,0.000007668089,8.293592e-7,0.00001928954,0.0001391441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007251807,"threshold_uncertainty_score":0.5102975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008205017049949928,"score_gpt":0.2929977019932082,"score_spread":0.2847926849432583,"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."}}