{"id":"W4386391345","doi":"10.1016/j.ipha.2023.08.010","title":"Omicron variant raises global concerns: Increased hospitalization and India's vaccination advantage","year":2023,"lang":"en","type":"article","venue":"Intelligent Pharmacy","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interim; Public health; Vaccination; Coronavirus disease 2019 (COVID-19); Medicine; Interim analysis; The Internet; Family medicine; Clinical trial; Political science; World Wide Web; Virology; Computer science; Nursing; Disease; Pathology","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":[0.002556102,0.0001687461,0.0003626525,0.001242973,0.0003892017,0.001802776,0.0003650151,0.0008137666,0.005424915],"category_scores_gemma":[0.005290814,0.00009563599,0.0006065328,0.002622235,0.0007809359,0.0007731623,0.0006750971,0.001184944,0.0004218181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007927162,"about_ca_system_score_gemma":0.001535952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003722073,"about_ca_topic_score_gemma":0.006375594,"domain_scores_codex":[0.998719,0.0005009763,0.0001079367,0.0001384023,0.0002846236,0.0002490061],"domain_scores_gemma":[0.9925384,0.003177748,0.002701294,0.000396288,0.0005301952,0.0006561791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002232123,0.0001513924,0.666328,0.003260701,0.0008257955,0.005569172,0.002557067,0.0004271697,0.002907606,0.01270561,0.02907092,0.2739645],"study_design_scores_gemma":[0.00008046757,0.0006978873,0.8686376,0.002097753,0.001118763,0.01128256,0.007090714,0.000303704,0.001833043,0.007513192,0.09924365,0.0001007389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7030116,0.1074901,0.001730251,0.1012435,0.00126449,0.00006497937,0.004620784,0.0001604508,0.08041394],"genre_scores_gemma":[0.9662035,0.02295695,0.000585331,0.006579917,0.0009762367,0.00001457201,0.000839031,0.00002360438,0.001820916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005424915,"threshold_uncertainty_score":0.01814818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04846880090859228,"score_gpt":0.4108215615765562,"score_spread":0.3623527606679639,"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."}}