{"id":"W2054099146","doi":"10.4088/jcp.v69n0714","title":"Exploring the Correlates of Suicide Attempts Among Individuals With Major Depressive Disorder","year":2008,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Suicide attempt; Psychiatry; Depression (economics); Comorbidity; Major depressive disorder; Psychology; Clinical psychology; Suicide prevention; National Comorbidity Survey; Alcohol use disorder; Major depressive episode; Anxiety; Poison control; Logistic regression; Medicine; Mood; Internal medicine; Medical emergency; Alcohol","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":[0.002219504,0.0002141028,0.0007145987,0.00008206742,0.0003377743,0.000009624606,0.0007535676,0.0001027491,0.0001716265],"category_scores_gemma":[0.0003416312,0.00009520525,0.0003665698,0.0002602625,0.0008383828,0.0001950416,0.00009758891,0.001125357,0.00003860378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005779773,"about_ca_system_score_gemma":0.0001027885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000143868,"about_ca_topic_score_gemma":0.0001552647,"domain_scores_codex":[0.9965803,0.0007859838,0.001652953,0.0001730194,0.0004943731,0.0003133421],"domain_scores_gemma":[0.9939192,0.003523835,0.001711654,0.0005221626,0.0002154592,0.0001076944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000910603,0.0003234477,0.9867691,0.000008183019,0.001230821,0.00001756108,0.003790586,0.00007307484,0.000001285252,0.000182624,0.006024748,0.0006679507],"study_design_scores_gemma":[0.002530437,0.0007020208,0.9883931,0.00007080066,0.0004960852,0.0002281916,0.006156954,0.000002193433,0.000008891129,0.001003371,0.0002782266,0.0001296769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862202,0.005455289,0.0001242562,0.003167393,0.003086074,0.0002030035,0.000005027257,0.00001367339,0.001725034],"genre_scores_gemma":[0.9967728,0.00124239,0.0002181445,0.0006033781,0.0008596892,0.00001013109,5.19442e-7,0.00003098134,0.0002619495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01055257,"threshold_uncertainty_score":0.4889179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1321775585439963,"score_gpt":0.3821866122267246,"score_spread":0.2500090536827282,"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."}}