{"id":"W4390586980","doi":"10.1177/07067437231223334","title":"Changes in Media Reporting Quality and Suicides Following National Media Engagement on Responsible Reporting of Suicide in Canada: Changements de la Qualité des reportages dans les médias sur les suicides suite à l’engagement des médias nationaux à la déclaration responsable du suicide au Canada","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health; Health Sciences Centre; York University; University of Toronto; Western University; Sunnybrook Health Science Centre","funders":"American Foundation for Suicide Prevention","keywords":"Media coverage; Quality (philosophy); Suicide methods; Political science; Suite; Suicidal behavior; Suicide prevention; Suicide rates; Poison control; Medical emergency; Medicine; Sociology; Media studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005580802,0.0003179804,0.000476954,0.004305696,0.002653188,0.003783016,0.001385345,0.0005760978,0.003072624],"category_scores_gemma":[0.05559368,0.0003972604,0.0005782984,0.006590378,0.001573237,0.001289911,0.001918999,0.001196526,0.0003002818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03460293,"about_ca_system_score_gemma":0.04804584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9778581,"about_ca_topic_score_gemma":0.98124,"domain_scores_codex":[0.9938088,0.0008297301,0.0006057339,0.0004594067,0.003554012,0.0007423338],"domain_scores_gemma":[0.893196,0.01227005,0.02607463,0.002143352,0.06064139,0.005674703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002816792,0.00006686116,0.9573075,0.0003394153,0.0001494145,0.0001750454,0.01732515,0.0001257421,0.0003899693,0.0002083606,0.00373117,0.0198997],"study_design_scores_gemma":[0.000004906636,0.00002206808,0.9912534,0.0001258616,0.00003307035,0.000030098,0.005766653,0.00012789,0.0001925987,0.00001886593,0.002399364,0.00002517871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841877,0.001873784,0.0002215571,0.002277392,0.00007414669,0.0001184087,0.006744431,0.0000298713,0.004472643],"genre_scores_gemma":[0.993885,0.001246621,0.000320356,0.0002870144,0.00004677221,0.00007619812,0.002135566,0.00001783654,0.001984538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03460293,"threshold_uncertainty_score":0.251063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2067899439351485,"score_gpt":0.3930472016958737,"score_spread":0.1862572577607252,"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."}}