{"id":"W4401130059","doi":"10.20944/preprints202407.2100.v1","title":"Scoping Review of COVID-19 Vaccine Hesitancy in Japanese Healthcare Providers","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Scopus; Health care; Coronavirus disease 2019 (COVID-19); Inclusion (mineral); Family medicine; MEDLINE; Web of science; Medicine; Psychology; Political science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03601249,0.001139582,0.004483174,0.02198971,0.001652017,0.004124491,0.001673782,0.002298534,0.00650283],"category_scores_gemma":[0.1452125,0.0009703906,0.0060979,0.02553218,0.001723187,0.003235459,0.002818821,0.001304834,0.0005589651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007656688,"about_ca_system_score_gemma":0.03827911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01658,"about_ca_topic_score_gemma":0.04173033,"domain_scores_codex":[0.9673273,0.009989567,0.01572303,0.001051698,0.005298701,0.0006097737],"domain_scores_gemma":[0.8609022,0.09928901,0.02018976,0.002230666,0.0164835,0.0009048082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001615331,0.00001651057,0.001105043,0.9357018,0.003120583,0.0001145641,0.00135952,0.00004620583,0.0001349745,0.0006027659,0.004672404,0.05296407],"study_design_scores_gemma":[0.00004953357,0.00006373606,0.003062494,0.953368,0.01155193,0.0001236755,0.000836398,0.00002782246,0.0001399586,0.000263768,0.03049238,0.00002028003],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003197333,0.987026,0.0004535394,0.002764152,0.0005785614,0.001804527,0.001580379,0.00002413129,0.002571388],"genre_scores_gemma":[0.02560361,0.9652953,0.001488461,0.002581098,0.0002537997,0.003177315,0.001025071,0.0000253796,0.0005499288],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03601249,"threshold_uncertainty_score":0.1904545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1602609095584114,"score_gpt":0.4453658249566044,"score_spread":0.285104915398193,"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."}}