{"id":"W3027713984","doi":"10.1101/2020.05.15.20103234","title":"Trends in snakebite mortality in India from 2000 to 2019 in a nationally representative mortality study","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Venomous Animal Envenomation and Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; University of Toronto","funders":"","keywords":"Medicine; Demography; Environmental health; Verbal autopsy; Quarter (Canadian coin); Geography; Socioeconomics; Cause of death; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001062583,0.0002187166,0.0003916944,0.003517081,0.0002558103,0.0006998902,0.0004668423,0.0002390389,0.001057078],"category_scores_gemma":[0.002907317,0.0002290824,0.001282132,0.006306438,0.0001570845,0.0004240561,0.0005862243,0.0003701321,0.0003439413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006693368,"about_ca_system_score_gemma":0.001226668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02844933,"about_ca_topic_score_gemma":0.04746782,"domain_scores_codex":[0.9989636,0.0001978883,0.0003600093,0.0001996796,0.0001588339,0.0001199955],"domain_scores_gemma":[0.9978569,0.0004050704,0.0008155885,0.0001129069,0.0006776957,0.0001319106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002145448,0.00002224314,0.9768398,0.002739492,0.001541546,0.0001544656,0.0003897481,0.000219381,0.0002138719,0.0001779532,0.005997134,0.01148981],"study_design_scores_gemma":[0.00001329719,0.00004439568,0.9942042,0.000407152,0.0008265718,0.0002558096,0.0005366344,0.0001036806,0.0001015623,0.00004949768,0.003442086,0.00001505404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7743942,0.05168412,0.0008241928,0.001667738,0.0001653639,0.0001236763,0.1659269,0.0001495143,0.005064272],"genre_scores_gemma":[0.9359699,0.01406428,0.0007722827,0.0007360007,0.00006698324,0.0002043387,0.04731696,0.00001969443,0.0008495392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02844933,"threshold_uncertainty_score":0.05656749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04288140619386577,"score_gpt":0.3454420593380631,"score_spread":0.3025606531441973,"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."}}