{"id":"W4367602443","doi":"10.18332/popmed/165520","title":"Understanding the barriers to HPV vaccine uptake: an exploration of the Canadian landscape on HPV immunization programming opportunities","year":2023,"lang":"en","type":"article","venue":"Population Medicine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunization; Medicine; Geography; Immunology; Antigen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0195367,0.0007312263,0.001691994,0.01338179,0.01535365,0.01189191,0.003801419,0.002062847,0.008966672],"category_scores_gemma":[0.05471093,0.0007510533,0.001432035,0.02877879,0.00792797,0.007432913,0.007149833,0.00369051,0.0002989091],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1982699,"about_ca_system_score_gemma":0.4280745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936236,"about_ca_topic_score_gemma":0.9969264,"domain_scores_codex":[0.9830515,0.003304711,0.000760161,0.00112434,0.006881299,0.004877827],"domain_scores_gemma":[0.9536784,0.02118935,0.004598299,0.0007881713,0.01412735,0.005618353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003676686,0.0001510022,0.1922813,0.01117824,0.0004495861,0.00164542,0.2819249,0.001424726,0.0008676235,0.1451435,0.04493145,0.3196346],"study_design_scores_gemma":[0.00004712176,0.00008644885,0.4349543,0.01991676,0.0006215305,0.0005523139,0.3262074,0.001848544,0.0004099072,0.02400097,0.1910393,0.0003152142],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3151491,0.1773309,0.003252773,0.3408423,0.0009320064,0.000580002,0.003731807,0.00009470584,0.1580863],"genre_scores_gemma":[0.902959,0.07904021,0.003695353,0.008725444,0.0001281242,0.0001488789,0.0006285447,0.00005849856,0.004615882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1982699,"threshold_uncertainty_score":0.9298933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3573245637719283,"score_gpt":0.3932009104540983,"score_spread":0.03587634668217005,"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."}}