{"id":"W2256283876","doi":"10.1177/0971097320120105","title":"Profile of Deaths due to Electrocution: A Retrospective Study","year":2012,"lang":"en","type":"article","venue":"Journal of Indian Academy of Forensic Medicine","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electrocution; Accidental; Medicine; Demography; Population; Retrospective cohort study; Medical emergency; Environmental health; Veterinary medicine; Forensic engineering; Surgery; Engineering; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002714867,0.0001359572,0.0006387994,0.0001557688,0.00004960055,0.000001722708,0.0002548519,0.00009152103,0.0006279172],"category_scores_gemma":[0.0006087039,0.00009189354,0.00008828328,0.0005030142,0.000274489,0.0002172932,0.00006065661,0.0003472168,0.00000879317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004016101,"about_ca_system_score_gemma":0.000036841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003978983,"about_ca_topic_score_gemma":0.00001845382,"domain_scores_codex":[0.9976501,0.0001168669,0.0008910599,0.0001339896,0.0008529353,0.000354982],"domain_scores_gemma":[0.998665,0.00006284035,0.0007521967,0.0001271503,0.00006684261,0.0003259701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002221389,0.0003374243,0.9429378,0.00006469824,0.00009587343,0.0000242716,0.01649545,0.00001035871,0.01944974,0.0001895671,0.0170119,0.00316078],"study_design_scores_gemma":[0.0009198615,0.002058597,0.9698956,0.0001273392,0.00005146875,0.0002730599,0.00452352,0.000002693504,0.01969086,0.001392797,0.0009760445,0.00008815544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962696,0.0001898521,0.0001342688,0.00101109,0.0001500859,0.0005510391,0.000002353016,0.00000358797,0.001688103],"genre_scores_gemma":[0.998841,0.000005937954,0.0004717228,0.0001832167,0.0003552483,0.000005794475,2.400203e-7,0.000008284125,0.0001285512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02695781,"threshold_uncertainty_score":0.6875253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287235856635395,"score_gpt":0.2811183846394437,"score_spread":0.2682460260730897,"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."}}