{"id":"W2022240602","doi":"10.1111/j.1939-0025.2010.01077.x","title":"Depression and suicide ideation among students accessing campus health care.","year":2011,"lang":"en","type":"article","venue":"American Journal of Orthopsychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":323,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of General Medical Sciences; National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Suicidal ideation; Depression (economics); College health; Psychological intervention; Suicide prevention; Intervention (counseling); Psychiatry; Mental health; Medicine; Poison control; Health care; Clinical psychology; Psychology; Family medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004350579,0.0001940033,0.0004814328,0.0002380497,0.0002232635,0.00003841257,0.0002628852,0.00004574195,0.00009161933],"category_scores_gemma":[0.00002475426,0.0001558688,0.0001221703,0.0002611716,0.0002172964,0.0002314608,0.00007263502,0.0003204526,0.000006940072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000460258,"about_ca_system_score_gemma":0.000087949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530307,"about_ca_topic_score_gemma":0.0002985514,"domain_scores_codex":[0.9981599,0.0002589572,0.0006666706,0.0002439449,0.0003381643,0.000332393],"domain_scores_gemma":[0.9980966,0.00006557524,0.001260115,0.000216747,0.0001436347,0.0002173598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002305548,0.00009997502,0.8886944,0.00001012669,0.0001913714,0.00002703281,0.01615936,8.222048e-7,0.000007054204,0.00002670564,0.0004638224,0.09408874],"study_design_scores_gemma":[0.0007728735,0.0007094073,0.9644417,0.00004734792,0.00007761911,0.0001381651,0.03347095,4.852673e-7,0.000009517206,0.00008798785,0.00009721965,0.0001467316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867911,0.008872548,0.0006264698,0.0001615466,0.001321187,0.0001168789,0.000002687713,0.00002349761,0.002084027],"genre_scores_gemma":[0.995078,0.0003163651,0.003449626,0.0008287613,0.0002560282,0.000004838714,0.000001671582,0.00002834438,0.00003631625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09394201,"threshold_uncertainty_score":0.6356144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194763389817771,"score_gpt":0.3467594062134536,"score_spread":0.3248117723152759,"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."}}