{"id":"W6920790833","doi":"10.6084/m9.figshare.14093323.v2","title":"Vision 2035 Public Health Surveillance in India - A White Paper","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Public health surveillance; Health surveillance; White paper; White (mutation); Disease surveillance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02631048,0.001778629,0.0007916654,0.002768378,0.00240075,0.01204486,0.004739582,0.006523056,0.009343475],"category_scores_gemma":[0.01962381,0.0008970624,0.00211531,0.002400669,0.002800726,0.00471222,0.007386886,0.008063791,0.005086442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009783737,"about_ca_system_score_gemma":0.08886791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1235821,"about_ca_topic_score_gemma":0.09983438,"domain_scores_codex":[0.9883015,0.002771042,0.0007845035,0.0007017886,0.004952757,0.002488361],"domain_scores_gemma":[0.977358,0.003769833,0.001213108,0.001765835,0.007841152,0.008052141],"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":[0.00006161918,0.0000730557,0.001555647,0.0004007318,0.00004664163,0.000123677,0.0003666959,0.0005517511,0.0003016724,0.04468875,0.9128995,0.03893021],"study_design_scores_gemma":[0.00002951835,0.00006920746,0.006182432,0.0006979748,0.00003937194,0.00008610504,0.0006116786,0.0004612668,0.0005412978,0.009611475,0.9816228,0.00004696994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005254571,0.01483698,0.01817085,0.6839377,0.05719567,0.001015774,0.0329558,0.004199312,0.1824334],"genre_scores_gemma":[0.1464583,0.02638862,0.1119899,0.4269905,0.01035814,0.002850939,0.07088008,0.001716496,0.2023671],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1235821,"threshold_uncertainty_score":0.2457255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03859671617043582,"score_gpt":0.3140568465513314,"score_spread":0.2754601303808956,"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."}}