{"id":"W3080718838","doi":"10.4103/ijmr.ijmr_2411_20","title":"Identification of SARS-CoV-2 clusters from symptomatic cases in India","year":2020,"lang":"en","type":"article","venue":"The Indian Journal of Medical Research","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Coronavirus; Christian ministry; Pneumonia; Etiology; Retrospective cohort study; Family medicine; Disease; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Internal medicine; Law; Political science","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":[0.0002778012,0.0003752838,0.000463145,0.002216207,0.00120901,0.001202288,0.0007980825,0.0005603622,0.001066329],"category_scores_gemma":[0.00138661,0.0006218484,0.0004752867,0.001865592,0.0007064783,0.0005013083,0.001234102,0.0005589355,0.0004053013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004632461,"about_ca_system_score_gemma":0.0008353438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005774831,"about_ca_topic_score_gemma":0.006208207,"domain_scores_codex":[0.9993165,0.00009081194,0.0001123034,0.0001646578,0.0001483073,0.0001674463],"domain_scores_gemma":[0.9985124,0.0001943015,0.0004665281,0.0001812924,0.0002430427,0.0004024024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001466116,0.00005900033,0.9875141,0.00005306935,0.00001693932,0.007355073,0.001500234,0.0000368432,0.0008341384,0.00004424419,0.0003118018,0.002127965],"study_design_scores_gemma":[0.00001126225,0.0002099977,0.9741579,0.00002960827,0.00002494097,0.0211684,0.003319319,0.00008365822,0.000265173,0.0000361018,0.0006752888,0.00001842919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984924,0.0002358305,0.0001096384,0.00005079156,0.00001478254,0.0000663683,0.0002611472,0.00001012683,0.0007589517],"genre_scores_gemma":[0.9989291,0.0002563878,0.0001211514,0.00006058867,0.00003218279,0.00002860372,0.000464156,0.000004909525,0.000103008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005774831,"threshold_uncertainty_score":0.01148242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323743328956175,"score_gpt":0.4473562669150963,"score_spread":0.3149819340194788,"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."}}