{"id":"W4288081033","doi":"10.3389/fpubh.2022.962039","title":"Assessing Canadian women's preferences for cervical cancer screening: A brief report","year":2022,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Women's Health Research Institute; Centre Hospitalier de l’Université de Montréal; McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Cervical cancer; Family medicine; Medicine; Gynecology; Cervical cancer screening; Cervical screening; Obstetrics; Cancer; 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":[0.002590766,0.0004748149,0.000448901,0.001767202,0.004914249,0.001345319,0.0008571511,0.0004203527,0.005454572],"category_scores_gemma":[0.005088585,0.0003883438,0.000988095,0.004652455,0.0005429113,0.0004774375,0.001051787,0.0006115431,0.0005083273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03594447,"about_ca_system_score_gemma":0.05702492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944263,"about_ca_topic_score_gemma":0.9967872,"domain_scores_codex":[0.9982961,0.0001475113,0.0001036736,0.0001018597,0.001016966,0.0003340222],"domain_scores_gemma":[0.9955074,0.0002740959,0.0003089352,0.00007647806,0.003083123,0.0007499534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002816237,0.0002621874,0.86847,0.0007851297,0.0001337555,0.000330731,0.01597389,0.0003221883,0.0007436429,0.0004722524,0.02279695,0.08942766],"study_design_scores_gemma":[0.0000389592,0.0001642726,0.9623471,0.0002631996,0.00008112387,0.0001370178,0.01853689,0.0005578544,0.0002298568,0.00009097461,0.01745453,0.00009816907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597991,0.002523432,0.0004117012,0.003560859,0.00007286224,0.0005323871,0.01429423,0.000036826,0.01876873],"genre_scores_gemma":[0.9809824,0.003591315,0.002231824,0.0009824835,0.00003304438,0.0003336362,0.005481143,0.00001891099,0.006345263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03594447,"threshold_uncertainty_score":0.2607967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259281042666372,"score_gpt":0.4051440562921047,"score_spread":0.2792159520254675,"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."}}