{"id":"W4322761436","doi":"10.1016/j.jogc.2023.02.012","title":"Acceptability and Preferences of Dry HR HPV Self-Sampling Mailed Kits Among Canadian Women: A Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université de Sherbrooke","funders":"Roche","keywords":"Medicine; Cervical cancer; Gynecology; Sampling (signal processing); Cross-sectional study; Cytology; Population; Cervical screening; Obstetrics; Human papillomavirus; Cancer; Oncology; Internal medicine; Pathology; Environmental health","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":[0.001402659,0.0004132354,0.0005712457,0.001175729,0.002715815,0.001484537,0.001015345,0.0007770723,0.003003657],"category_scores_gemma":[0.004649219,0.0006966302,0.0008636597,0.002986541,0.001017499,0.0005512444,0.0006971495,0.00118925,0.0003953488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01272839,"about_ca_system_score_gemma":0.01026851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9649361,"about_ca_topic_score_gemma":0.969341,"domain_scores_codex":[0.9983426,0.0001976824,0.0001090448,0.0001626932,0.0007122724,0.0004756656],"domain_scores_gemma":[0.9966673,0.0004985004,0.0006168216,0.00009108937,0.001281553,0.0008447298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002499334,0.0003187136,0.9883115,0.00006050559,0.00006034999,0.0000941486,0.005860679,0.00004005083,0.0004086593,0.00004694435,0.0005170428,0.004031539],"study_design_scores_gemma":[0.000009642554,0.0001455461,0.9952852,0.00001529271,0.00001850575,0.00003483987,0.003991534,0.00008782974,0.00003832006,0.000008596277,0.0003495012,0.00001513749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976876,0.0001496817,0.00003216223,0.000118755,0.000007018834,0.00006762952,0.0006240383,0.000003292147,0.001309971],"genre_scores_gemma":[0.9973776,0.0002535473,0.0001863176,0.0002122933,0.000006058727,0.00004694929,0.0005009864,0.000005198609,0.00141095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03506392,"threshold_uncertainty_score":0.09235138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03740851520575482,"score_gpt":0.3209654576230966,"score_spread":0.2835569424173418,"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."}}