{"id":"W4414256985","doi":"10.7759/cureus.92406","title":"A Retrospective Media Content Analysis of Suicide Reporting in Nigerian Print Media","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation; University of Saskatchewan","funders":"","keywords":"Sensationalism; Newspaper; Suicide prevention; Journalism; Neglect; Content analysis; Public health; Occupational safety and health; Print media; Poison control","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01673921,0.000585182,0.001881538,0.01619509,0.00102846,0.001691111,0.000853196,0.0006036297,0.001677702],"category_scores_gemma":[0.06989303,0.0007429,0.002934149,0.01206096,0.001011659,0.001994176,0.002138035,0.0007416617,0.0003292814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001955397,"about_ca_system_score_gemma":0.003526145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006584127,"about_ca_topic_score_gemma":0.012153,"domain_scores_codex":[0.9850021,0.004517771,0.006799933,0.0008063873,0.00251916,0.0003545721],"domain_scores_gemma":[0.9205813,0.03674993,0.02237269,0.002653219,0.01708288,0.0005599543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001875008,0.0005583591,0.6410066,0.1568278,0.005858793,0.001396205,0.03490921,0.0002673841,0.001352341,0.0007726121,0.006864287,0.1483115],"study_design_scores_gemma":[0.0002971991,0.001694705,0.8518017,0.0636103,0.0191463,0.002255633,0.03175863,0.0008540592,0.00185273,0.0005916138,0.02588889,0.0002482746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8765064,0.08161456,0.003070443,0.000977385,0.0001916983,0.009853599,0.02234938,0.00008145819,0.005355013],"genre_scores_gemma":[0.9178886,0.04515447,0.008830127,0.001153335,0.0002054539,0.01452365,0.0112677,0.00005735979,0.0009191153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01673921,"threshold_uncertainty_score":0.08852643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09575293649114774,"score_gpt":0.3706080312096188,"score_spread":0.274855094718471,"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."}}