{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003212746,0.000173909,0.0002126242,0.0001923282,0.00008786593,0.00006929859,0.0001248241,0.00005613183,0.0001253374],"category_scores_gemma":[0.0002457215,0.0001613598,0.00006608963,0.0006280058,0.00004653107,0.00020181,0.0001142652,0.0001405253,0.0003265089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207218,"about_ca_system_score_gemma":0.0001899088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003356432,"about_ca_topic_score_gemma":0.000008498709,"domain_scores_codex":[0.9986018,0.00006909685,0.0002887791,0.0003483086,0.0003652305,0.0003268049],"domain_scores_gemma":[0.9993989,0.0001085876,0.00007435442,0.0001846817,0.0001517507,0.00008172553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001387216,0.0004153657,0.7190981,0.0004913717,0.0002751487,0.0009217694,0.0009623053,0.000005168858,0.1108419,0.001895815,0.006335211,0.1573707],"study_design_scores_gemma":[0.004910779,0.0002893042,0.07556552,0.000138413,0.0001626116,0.0001328489,0.0004937537,0.007950378,0.6234236,0.0007357939,0.2858098,0.0003871826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925911,0.001017079,0.001518813,0.0004625153,0.0002945165,0.0007906859,0.00004587782,0.0002659055,0.003013485],"genre_scores_gemma":[0.9903084,0.0004542772,0.00003901203,0.008757798,0.0002411686,0.00005136965,0.00007077878,0.00002514986,0.00005204248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6435326,"threshold_uncertainty_score":0.6580061,"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."}}