{"id":"W4415728341","doi":"10.20529/ijme.2025.082","title":"DEG deaths: Why is India unable to stop them?","year":2025,"lang":"en","type":"article","venue":"Indian Journal of Medical Ethics","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Scrutiny; Legal action; Tragedy (event); Action (physics); Drug; Drug industry","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":[0.001944907,0.0002773693,0.0002596886,0.0008926662,0.002620958,0.004259185,0.001278784,0.003361254,0.007230771],"category_scores_gemma":[0.006108756,0.0001975226,0.0003414773,0.001654062,0.005131937,0.002413283,0.002842427,0.007214149,0.002254701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003532197,"about_ca_system_score_gemma":0.008186621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02176467,"about_ca_topic_score_gemma":0.02921102,"domain_scores_codex":[0.9984351,0.0003757131,0.0001004806,0.0001428869,0.0003979201,0.0005479159],"domain_scores_gemma":[0.9952366,0.001133367,0.0005975138,0.0002656747,0.001144092,0.001622866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002490279,0.0002353349,0.06423105,0.001446478,0.0000777138,0.005057129,0.01175056,0.0004871408,0.001247051,0.1241162,0.5257397,0.2653626],"study_design_scores_gemma":[0.00004044918,0.0002029227,0.1152079,0.001814664,0.0000576093,0.004214799,0.03394626,0.000319024,0.0008076594,0.03833921,0.8048825,0.0001668441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.043421,0.02604182,0.0007178512,0.8902476,0.005422174,0.00003103154,0.0006558807,0.0001765936,0.03328606],"genre_scores_gemma":[0.5568909,0.0538063,0.00172535,0.3578507,0.008035373,0.00006113957,0.0006181091,0.0001956098,0.02081662],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02176467,"threshold_uncertainty_score":0.04327595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04637041760886122,"score_gpt":0.3835229322159152,"score_spread":0.337152514607054,"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."}}