{"id":"W4210698310","doi":"10.2196/36363","title":"Effectiveness of Vaccination: Hospital Admission and Length of Stay","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vaccination; Christian ministry; Intensive care unit; Pediatrics; Coronavirus disease 2019 (COVID-19); Emergency medicine; Internal medicine; Disease; Virology; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002295024,0.0003135495,0.0006234293,0.00223775,0.0002566529,0.0009829149,0.0006161489,0.0005394086,0.004705493],"category_scores_gemma":[0.01307869,0.0001307927,0.0009671873,0.00199493,0.0004129239,0.0009383394,0.0006273013,0.0009628449,0.0003555793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303643,"about_ca_system_score_gemma":0.0008471261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002690826,"about_ca_topic_score_gemma":0.002464617,"domain_scores_codex":[0.9964854,0.001090802,0.0007599843,0.0002921741,0.0009859202,0.000385636],"domain_scores_gemma":[0.9754524,0.007030517,0.01293284,0.0002843335,0.001598198,0.00270162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003200942,0.00008851018,0.9943672,0.0002114312,0.0002994287,0.00004537079,0.00004299981,0.000288158,0.00008224188,0.00006722271,0.0005392827,0.003648063],"study_design_scores_gemma":[0.00001048362,0.0003128043,0.9984413,0.00007731604,0.00006453192,0.0001903263,0.0001237754,0.0002669229,0.00007449258,0.00007959181,0.0003504184,0.000008130295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673088,0.0114562,0.0006262193,0.001510271,0.0002000462,0.000111648,0.01008609,0.00003359695,0.008667257],"genre_scores_gemma":[0.9958358,0.00101192,0.0002738197,0.0001331807,0.0002243224,0.00004051664,0.002172989,0.000006387193,0.0003010314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004705493,"threshold_uncertainty_score":0.01574141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009469103050840933,"score_gpt":0.2764767396982197,"score_spread":0.2670076366473788,"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."}}