{"id":"W3108888192","doi":"10.1027/0227-5910/a000737","title":"Changes in Suicide Reporting Quality and Deaths in Ontario Following Publication of National Media Guidelines","year":2020,"lang":"en","type":"article","venue":"Crisis","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Institute for Clinical Evaluative Sciences; Athabasca University; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Coroner; Medicine; Suicide prevention; Suicide methods; Guideline; Family medicine; Injury prevention; Occupational safety and health; Poison control; Psychiatry; Suicide rates; 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":[0.001226372,0.0000767987,0.0002643473,0.0001224018,0.00002360034,0.00001026326,0.00006592699,0.00005790313,0.0001296477],"category_scores_gemma":[0.004101806,0.00007558413,0.00004030265,0.0002319197,0.00001446883,0.00007117751,0.00004739787,0.0001052683,0.000004150084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005434351,"about_ca_system_score_gemma":0.00005000757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06599681,"about_ca_topic_score_gemma":0.315118,"domain_scores_codex":[0.9984877,0.00006756614,0.0008862044,0.0002427617,0.0001825197,0.0001332869],"domain_scores_gemma":[0.9990979,0.0002127382,0.0003857814,0.00009207798,0.0001765865,0.00003484422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002022499,0.00002100956,0.9747277,0.00001033061,0.00002924716,0.000009713714,0.02078538,0.000001533507,0.00027081,0.0004266122,0.002861714,0.0008356533],"study_design_scores_gemma":[0.0003808717,0.00001396571,0.9905734,0.000007379189,0.000008637662,0.000001243955,0.007586983,0.00001258551,0.0001933045,0.0006991423,0.0004456728,0.00007680616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772739,0.0005886564,0.00002226017,0.01902608,0.0001113818,0.00008992803,0.000003322821,0.00001785074,0.002866655],"genre_scores_gemma":[0.9969893,0.00001369683,0.000515262,0.002332672,0.00005652089,0.00003214486,0.00001819087,0.000006211801,0.00003606355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2491212,"threshold_uncertainty_score":0.9402228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3350792242420391,"score_gpt":0.4465947418911716,"score_spread":0.1115155176491325,"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."}}