{"id":"W4385241587","doi":"10.3390/curroncol30070512","title":"Are Canadian Women Prepared for the Transition to Primary HPV Testing in Cervical Screening? A National Survey of Knowledge, Attitudes, and Beliefs","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal; University of Toronto; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cervical cancer; Test (biology); Family medicine; Cervical screening; Clinical psychology; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001107081,0.0002750805,0.0003031103,0.001088596,0.002781073,0.0009693515,0.0009300165,0.0004871371,0.002443846],"category_scores_gemma":[0.002782091,0.0003513111,0.0005526614,0.003180515,0.0004868683,0.0004803599,0.0006364875,0.0006083417,0.0003560793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01647846,"about_ca_system_score_gemma":0.01998502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919045,"about_ca_topic_score_gemma":0.9950328,"domain_scores_codex":[0.9991089,0.00005701345,0.00006009852,0.00008200718,0.0004170837,0.0002748897],"domain_scores_gemma":[0.9985517,0.00008590797,0.0002562474,0.00004313903,0.0006667163,0.0003962688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001020813,0.0001025477,0.974422,0.0001736257,0.0000610813,0.0001034436,0.002664499,0.00009740566,0.0002743273,0.0001256913,0.005405095,0.01646828],"study_design_scores_gemma":[0.00001040118,0.00003065144,0.9953268,0.00004058299,0.00002161561,0.00003164573,0.002409299,0.0001183145,0.00003984385,0.00001711505,0.001942102,0.00001155071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849518,0.0006395577,0.00008831423,0.001222803,0.00002068421,0.0001446002,0.007527934,0.00001313205,0.005391117],"genre_scores_gemma":[0.9943613,0.0007890447,0.0003392964,0.00045694,0.000008880927,0.0000643415,0.002622445,0.000003601246,0.001354086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01647846,"threshold_uncertainty_score":0.1195601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2721969706061755,"score_gpt":0.4707576465489373,"score_spread":0.1985606759427618,"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."}}