{"id":"W2147558765","doi":"10.1521/suli.35.2.193.62870","title":"Is Suicide Ideation a Surrogate Endpoint for Geriatric Suicide?","year":2005,"lang":"en","type":"article","venue":"Suicide and Life-Threatening Behavior","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Suicidal ideation; Randomized controlled trial; Psychological intervention; Psychiatry; Suicide prevention; Clinical psychology; Medicine; Intervention (counseling); Psychology; Poison control; Medical emergency; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007790594,0.0006695733,0.0008823285,0.0004727289,0.0006381584,0.000164299,0.0003193697,0.0003719725,0.001488048],"category_scores_gemma":[0.0001579551,0.0006323108,0.0004004311,0.0004372322,0.0001797677,0.0003689465,0.0001416027,0.0003786838,0.0003563379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001126315,"about_ca_system_score_gemma":0.00008416583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002249096,"about_ca_topic_score_gemma":0.0004465609,"domain_scores_codex":[0.9960845,0.000144272,0.001026779,0.001125291,0.0003900534,0.001229167],"domain_scores_gemma":[0.9977902,0.0005068016,0.0003642773,0.000653637,0.0002790768,0.0004059605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001071952,0.0004839215,0.9232569,0.00007475464,0.0004885335,0.0001155103,0.008750371,0.0000159695,0.003596822,0.002129862,0.008108623,0.05190676],"study_design_scores_gemma":[0.005720734,0.0007306146,0.9701552,0.0000461831,0.001571686,0.0001238556,0.003884101,0.000103187,0.006585154,0.0005943355,0.009051831,0.001433053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985553,0.008042539,0.0005971933,0.001678787,0.0007005737,0.001420812,0.0001922678,0.0003830036,0.001431863],"genre_scores_gemma":[0.9883699,0.0003084298,0.001883043,0.001888779,0.0009585786,0.00116851,0.0001566843,0.000140635,0.005125443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0504737,"threshold_uncertainty_score":0.9996128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06817245000185448,"score_gpt":0.3575298764010081,"score_spread":0.2893574263991536,"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."}}