{"id":"W4284966487","doi":"10.7774/cevr.2022.11.2.149","title":"A survey of healthcare workers’ recommendations about human papillomavirus vaccination","year":2022,"lang":"en","type":"article","venue":"Clinical and Experimental Vaccine Research","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Vaccination; Medicine; Family medicine; Human papillomavirus; Health care; Christian ministry; HPV vaccines; Environmental health; HPV infection; Cervical cancer; Immunology; Cancer; Internal medicine","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":[0.004423399,0.0002566996,0.0003668624,0.00116785,0.0004587073,0.0004130719,0.0003314846,0.0007449204,0.001473477],"category_scores_gemma":[0.01208998,0.0003420829,0.0005337992,0.0009459948,0.0002697141,0.0006125301,0.0004854264,0.0006911024,0.0003974201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008011612,"about_ca_system_score_gemma":0.0009112392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01524206,"about_ca_topic_score_gemma":0.008600492,"domain_scores_codex":[0.9974543,0.0008048912,0.0006155627,0.0002232995,0.000700471,0.0002014233],"domain_scores_gemma":[0.9897793,0.002928337,0.003762723,0.0003365205,0.002479696,0.0007134257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006491443,0.0001100246,0.9871537,0.0001271329,0.00005941202,0.00004291139,0.001861983,0.00005823206,0.000337354,0.00001414884,0.001206531,0.008963687],"study_design_scores_gemma":[0.00002074579,0.0002260258,0.9944383,0.00008837405,0.00002530363,0.00007773499,0.002607138,0.0003383875,0.0001011564,0.0000123133,0.002050985,0.00001354416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957458,0.0003212038,0.0002035772,0.000494074,0.00002611901,0.0001294983,0.001685318,0.00001553477,0.001378804],"genre_scores_gemma":[0.9970254,0.0004440392,0.0004814448,0.0004349063,0.00002754775,0.0001486224,0.0009588632,0.000003922215,0.0004752182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01524206,"threshold_uncertainty_score":0.0303067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.36475132811401,"score_gpt":0.5816227920080507,"score_spread":0.2168714638940407,"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."}}