{"id":"W2956095979","doi":"10.1016/j.jad.2019.07.005","title":"Suicide by hanging is a priority for suicide prevention: method specific suicide in India (2001–2014)","year":2019,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Western Sydney; National Institute for Health and Care Research; Australian Government","keywords":"Demography; Suicide methods; Suicide prevention; Poison control; Injury prevention; Environmental health; Population; Occupational safety and health; Quarter (Canadian coin); Medicine; Geography; Suicide rates; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002516,0.0003819602,0.0009373041,0.0006150007,0.0001299583,0.00005014645,0.0003642927,0.0002169575,0.001022291],"category_scores_gemma":[0.0002649785,0.0003491322,0.0005541105,0.0005586916,0.0000738581,0.0003541849,0.00006555017,0.0006098458,0.0001355582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002607204,"about_ca_system_score_gemma":0.00009734961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005448765,"about_ca_topic_score_gemma":0.0004816753,"domain_scores_codex":[0.9969139,0.0005895874,0.0008417681,0.0004968019,0.0003526479,0.0008053365],"domain_scores_gemma":[0.9971267,0.001406706,0.0007721112,0.0003315689,0.0002242878,0.0001386135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001520979,0.000867101,0.8555714,0.00007976605,0.0008864767,0.00002952214,0.009102629,0.0000317095,0.003833649,0.0005930785,0.08098263,0.04650101],"study_design_scores_gemma":[0.01308717,0.002784073,0.9326742,0.0002198544,0.0002588214,0.00008654811,0.01673505,0.00006017289,0.003071821,0.01028871,0.01977384,0.0009597628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486923,0.01640817,0.02414902,0.0009834438,0.001889157,0.002027974,0.00004418874,0.00003418152,0.00577162],"genre_scores_gemma":[0.9902033,0.001350388,0.004613752,0.0008928446,0.0003309988,0.0001314156,0.00001783647,0.0001019373,0.002357509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07710272,"threshold_uncertainty_score":0.999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379398730634356,"score_gpt":0.361273702872811,"score_spread":0.3374797155664674,"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."}}