{"id":"W3029959788","doi":"10.3747/co.27.5089","title":"HPV Sampling Options for Cervical Cancer Screening: Preferences of Urban-Dwelling Canadians in a Changing Paradigm","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Cervical screening; Embarrassment; Cervical cancer; Preference; Family medicine; Sampling (signal processing); Psychological intervention; Cervical cancer screening; Demography; Human papillomavirus; Cancer screening; Gynecology; Cancer; Psychology; Internal medicine; Social psychology; Psychiatry; Statistics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001631331,0.0002066592,0.0002737308,0.0006623542,0.003850667,0.001674279,0.0006751553,0.0003935752,0.003932737],"category_scores_gemma":[0.004484279,0.0002097427,0.0005214086,0.001382103,0.001069817,0.0005216261,0.0007048838,0.0006189579,0.0002267249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008763185,"about_ca_system_score_gemma":0.01721575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9660015,"about_ca_topic_score_gemma":0.9828268,"domain_scores_codex":[0.9985369,0.0002205677,0.00006399502,0.0001089036,0.0006516284,0.0004179109],"domain_scores_gemma":[0.9977818,0.0002717857,0.0004002138,0.00005522283,0.0007973827,0.0006935035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004142184,0.0001811551,0.9084451,0.0002712925,0.0001290215,0.0003409654,0.02878879,0.0002510034,0.001284108,0.0005233755,0.006313463,0.05305744],"study_design_scores_gemma":[0.00004219995,0.0001755697,0.9082208,0.0003415279,0.00007027843,0.0003289905,0.07652005,0.0008762301,0.0002922722,0.000317596,0.01271182,0.0001027166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928844,0.0006068283,0.0001792857,0.001278249,0.00002212211,0.0000688575,0.0005283425,0.000005784534,0.004426072],"genre_scores_gemma":[0.9975958,0.0005035357,0.0003296466,0.0004823045,0.000006104432,0.0000153134,0.0002497192,0.000004314003,0.0008131778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03399855,"threshold_uncertainty_score":0.06839746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3683338345283836,"score_gpt":0.4792281882501975,"score_spread":0.1108943537218139,"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."}}