{"id":"W4280495492","doi":"10.2196/38917","title":"Ensuring a Successful Transition From Cytology to Human Papillomavirus–Based Primary Cervical Cancer Screening in Canada by Investigating the Psychosocial Correlates of Women’s Intentions: Protocol for an Observational Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; 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":"","keywords":"Cervical cancer; Medicine; Psychosocial; Family medicine; Gynecology; Cervical screening; Observational study; Clinical psychology; Cancer; Internal medicine; Psychiatry","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":[0.0299673,0.003248508,0.003648823,0.00312512,0.009574798,0.002492403,0.003507861,0.002845297,0.02350091],"category_scores_gemma":[0.02135098,0.002590791,0.003909172,0.005228946,0.002549761,0.00161808,0.002022648,0.003579289,0.004025316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03597508,"about_ca_system_score_gemma":0.1418495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3896459,"about_ca_topic_score_gemma":0.5182277,"domain_scores_codex":[0.9883325,0.004421877,0.001874135,0.001329165,0.0020301,0.00201223],"domain_scores_gemma":[0.9783694,0.002318195,0.002514511,0.002516571,0.01133392,0.002947326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1475899,0.06963415,0.1044088,0.0455463,0.002014068,0.003214742,0.02294291,0.01847023,0.01707175,0.01431966,0.128638,0.4261495],"study_design_scores_gemma":[0.1297762,0.05595867,0.3953519,0.01864802,0.001606505,0.000468079,0.01289768,0.009445596,0.01033936,0.007508076,0.3562569,0.00174291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004434325,0.0001493345,0.0014044,0.00009363222,0.0000560545,0.9907283,0.002330092,0.00003279339,0.0007711778],"genre_scores_gemma":[0.003669972,0.0001834936,0.003868303,0.00009904461,0.00001706112,0.9912854,0.000514117,0.000003799426,0.0003588299],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6103541,"threshold_uncertainty_score":0.7747558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4436923428971835,"score_gpt":0.5607730660366547,"score_spread":0.1170807231394712,"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."}}