{"id":"W3126983163","doi":"10.1136/bmj.n351","title":"Researchers must contribute to responsible reporting of suicide","year":2021,"lang":"en","type":"article","venue":"BMJ","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Computer science; Data science; Medical emergency; Medicine; Computer security; World Wide Web","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1699721,0.002556512,0.004807619,0.006771226,0.009245649,0.0270186,0.01002086,0.05888895,0.01199799],"category_scores_gemma":[0.5826861,0.00270961,0.005024374,0.004126548,0.01733225,0.03142278,0.01126376,0.06964015,0.01070953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006715081,"about_ca_system_score_gemma":0.02167145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003482617,"about_ca_topic_score_gemma":0.005694851,"domain_scores_codex":[0.7462359,0.1213947,0.04968912,0.01018722,0.06631897,0.006174049],"domain_scores_gemma":[0.2325034,0.5145611,0.04259314,0.02537882,0.1700545,0.01490905],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000566159,0.00002400856,0.0002133789,0.001040282,0.00008579103,0.00007529162,0.0008079481,0.00001777554,0.00003529167,0.002280583,0.9758387,0.01952442],"study_design_scores_gemma":[0.0001036689,0.00007517194,0.000523834,0.004614958,0.0001586886,0.0002125683,0.001401851,0.00009189361,0.0001707912,0.009381183,0.9831331,0.0001322573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006473494,0.009411552,0.0003013385,0.5301684,0.4587592,0.00003645472,0.000030769,0.00005591709,0.001171683],"genre_scores_gemma":[0.001334331,0.008046819,0.000657239,0.3071671,0.6805471,0.0001048323,0.00003131604,0.00008495658,0.002026346],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8300279,"threshold_uncertainty_score":0.8989093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2028820168624808,"score_gpt":0.4678522876550846,"score_spread":0.2649702707926038,"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."}}