{"id":"W2600032799","doi":"","title":"Epidemiological Characteristics of Deceased H1n1 Cases in Civil Hospital, Gandhinagar During First Quarter Of 2015","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Epidemiology; Medicine; Environmental health; Geography; Internal medicine","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005012475,0.0003677538,0.002232204,0.0005760274,0.0003136277,0.00001829405,0.001575389,0.0004535221,0.008939386],"category_scores_gemma":[0.01020538,0.0002417171,0.000236169,0.0005548959,0.0003212868,0.0007373545,0.0007034981,0.0006791219,0.0000522185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415304,"about_ca_system_score_gemma":0.0003751737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003808369,"about_ca_topic_score_gemma":0.0008884848,"domain_scores_codex":[0.9925186,0.002153216,0.003416416,0.0005052731,0.0003772691,0.001029218],"domain_scores_gemma":[0.9885502,0.006634381,0.00312171,0.0006206549,0.0005361824,0.0005367974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008181236,0.0003271822,0.9292117,0.0007777702,0.00004854175,0.00006013695,0.000191216,0.000004988142,0.002698875,0.0001285791,0.06487143,0.0008614494],"study_design_scores_gemma":[0.001373291,0.00008470541,0.9884335,0.002768791,0.00003340187,0.000007822051,0.0001582734,0.00001259478,0.0003957433,0.002836554,0.003630576,0.000264782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893382,0.004787074,0.0001013339,0.00249732,0.001016964,0.0009182155,0.0002827439,0.00002479795,0.001033359],"genre_scores_gemma":[0.9826323,0.01616012,0.0001235902,0.0006043327,0.0002507061,0.00008208454,0.00001311847,0.00003190999,0.0001018528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06124086,"threshold_uncertainty_score":0.9981321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3262671875587497,"score_gpt":0.6140969718349113,"score_spread":0.2878297842761616,"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."}}