{"id":"W4293163819","doi":"10.1177/00048674221117072","title":"Is the narrative the message? The relationship between suicide-related narratives in media reports and subsequent suicides","year":2022,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; University of Manitoba; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"University of Toronto; American Foundation for Suicide Prevention","keywords":"Narrative; Psychology; Suicide prevention; Poison control; Akaike information criterion; Injury prevention; Narrative inquiry; Clinical psychology; Meaning (existential); Human factors and ergonomics; Social psychology; Medicine; Medical emergency; Literature; Psychotherapist; Statistics; Art; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002582812,0.0002685202,0.0004201591,0.0001686924,0.001024842,0.00007670522,0.0004891691,0.0001041869,0.001034761],"category_scores_gemma":[0.0001661433,0.0001332786,0.0002204731,0.000647245,0.0003345748,0.0001483484,0.00009595416,0.001676622,0.000006716949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005851338,"about_ca_system_score_gemma":0.0002308425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009803874,"about_ca_topic_score_gemma":0.001264792,"domain_scores_codex":[0.9964026,0.001185189,0.001179687,0.0002889984,0.0005333323,0.000410193],"domain_scores_gemma":[0.9966669,0.001626252,0.00105738,0.0004492741,0.00007587769,0.0001243083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009122195,0.00004538124,0.739856,0.000002553169,0.0002855116,0.00007082411,0.1224564,0.00001670557,0.000004493048,0.001585218,0.1354755,0.0001102432],"study_design_scores_gemma":[0.0007985883,0.0002162336,0.79766,0.0000205398,0.0001291815,0.0007640339,0.135505,1.946451e-7,0.000004372287,0.0594447,0.005323222,0.000133981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7770854,0.004063878,0.000001337376,0.2164941,0.001674932,0.0002797942,0.00001168663,0.00001003878,0.0003787833],"genre_scores_gemma":[0.9923831,0.00005918724,0.00004924217,0.0009729876,0.0005339739,0.00002349736,0.000006359792,0.00002497644,0.005946643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2155212,"threshold_uncertainty_score":0.9998784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06446172661229094,"score_gpt":0.341565977399188,"score_spread":0.277104250786897,"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."}}