{"id":"W4221115375","doi":"10.1101/2022.03.28.22272903","title":"Ensuring a successful transition from Pap to HPV-based primary screening in Canada: a study protocol to investigate the psychosocial correlates of women’s screening intentions","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; University of British Columbia; Santé Montérégie; University of Manitoba; Université de Montréal; Women's College Hospital; BC Cancer Agency; University of Calgary; Princess Margaret Cancer Centre; McGill University; McGill University Health Centre; University of Toronto; CancerCare Manitoba; University Health Network; Centre Hospitalier de l’Université de Montréal; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Cervical cancer; Medicine; Family medicine; Cervical screening; Test (biology); Public health; Logistic regression; Multinomial logistic regression; Gynecology; Clinical psychology; Cancer; Nursing; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.02981542,0.002500518,0.002794904,0.003767351,0.01355565,0.003776866,0.004426543,0.002886715,0.03124589],"category_scores_gemma":[0.01540058,0.003228176,0.003069126,0.004899978,0.002693816,0.00171828,0.002435809,0.00324592,0.003525487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07774605,"about_ca_system_score_gemma":0.269709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7801794,"about_ca_topic_score_gemma":0.8871372,"domain_scores_codex":[0.9881337,0.004215952,0.001519733,0.001219775,0.001964935,0.002945826],"domain_scores_gemma":[0.986532,0.001766279,0.001196147,0.0008659547,0.006625735,0.003013954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05978626,0.07779839,0.141841,0.03813406,0.00115096,0.005104903,0.06793409,0.01458558,0.01378186,0.01760332,0.1223282,0.4399514],"study_design_scores_gemma":[0.05975224,0.04061868,0.5256147,0.01506023,0.001077918,0.0004861055,0.04806072,0.01075889,0.007569085,0.006464042,0.2831865,0.001350784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01437361,0.0001953426,0.001270571,0.0002699025,0.00005310046,0.9791656,0.002536362,0.0000341256,0.002101404],"genre_scores_gemma":[0.01346376,0.0003570902,0.004514228,0.0003552212,0.00002329506,0.9793963,0.0006628335,0.000005338896,0.001221846],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2198206,"threshold_uncertainty_score":0.5640897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04947314415185337,"score_gpt":0.3392022158075957,"score_spread":0.2897290716557423,"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."}}