{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006323385,0.00004481918,0.0001220263,0.00005597797,0.0002725409,0.000009006989,0.0001033419,0.00002367633,0.0003037475],"category_scores_gemma":[0.000174029,0.00004576501,0.00002857446,0.0002292845,0.000009018281,0.0001827,0.00007129127,0.00006298949,4.088408e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004158002,"about_ca_system_score_gemma":0.00006030725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000144604,"about_ca_topic_score_gemma":0.000003212356,"domain_scores_codex":[0.9993957,0.00003695463,0.0001086604,0.000113535,0.0002511342,0.00009399686],"domain_scores_gemma":[0.9996184,0.0000883912,0.00009681909,0.00003368017,0.0001222794,0.0000404521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002752918,0.0004203912,0.7676151,0.0007489513,0.0000585101,0.000005101261,0.07694368,0.000005106368,0.01629124,0.1127811,0.00255674,0.02229879],"study_design_scores_gemma":[0.001410683,0.001148137,0.9124281,0.00009910312,0.00004558575,0.000002123743,0.02489573,0.00002703792,0.02860501,0.01249509,0.01858359,0.0002597714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928071,0.0003398571,0.00001178179,0.0002866216,0.0001015052,0.0001585085,0.00000378855,0.00001563261,0.006275168],"genre_scores_gemma":[0.9996517,0.0000622072,0.00004567358,0.000008519052,0.00003594331,0.00001137855,8.971161e-7,0.000004685213,0.0001789707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.144813,"threshold_uncertainty_score":0.3325823,"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."}}