{"id":"W4229042776","doi":"10.2196/preprints.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 (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Cervical cancer; Medicine; Cervical screening; Family medicine; Test (biology); Gynecology; Cervical cancer screening; Clinical psychology; Cancer; Psychiatry; Internal medicine","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":[0.02360532,0.002848991,0.003389437,0.002785512,0.008082127,0.002632073,0.003301412,0.002788335,0.03125308],"category_scores_gemma":[0.01909404,0.00283356,0.004167425,0.005156085,0.002264276,0.001691042,0.001892029,0.003500804,0.004527549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03182079,"about_ca_system_score_gemma":0.1276127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3971725,"about_ca_topic_score_gemma":0.4976581,"domain_scores_codex":[0.9896938,0.00386322,0.001827601,0.001206006,0.001718448,0.001690918],"domain_scores_gemma":[0.9848729,0.001850253,0.001618985,0.001882933,0.007876682,0.001898217],"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":[0.1407163,0.05876124,0.07683504,0.05258611,0.002291206,0.003261461,0.02204631,0.01811281,0.01447677,0.01807241,0.1887918,0.4040486],"study_design_scores_gemma":[0.1535488,0.04439919,0.317249,0.02237986,0.001519328,0.0004225909,0.01363634,0.009236542,0.009907754,0.008131846,0.4178147,0.001754132],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004142984,0.0001456035,0.00136979,0.0001201081,0.00008697837,0.9902712,0.003033222,0.00003145201,0.0007987646],"genre_scores_gemma":[0.003181275,0.0001632946,0.002969887,0.0001335965,0.00001974976,0.9925413,0.0005483706,0.000003449904,0.0004391015],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6028274,"threshold_uncertainty_score":0.7897215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1781943984766933,"score_gpt":0.4289269422398859,"score_spread":0.2507325437631927,"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."}}