{"id":"W4399297231","doi":"10.1503/cmaj.240722","title":"To eliminate cervical cancer in Canada, nationwide funding of self-sampling for human papillomavirus is needed","year":2024,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Human papillomavirus; Cervical cancer; Medicine; Cancer; Cervical cancer screening; Family medicine; HPV vaccines; Gynecology; Political science; Internal medicine; HPV infection","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":[0.002153319,0.0008182957,0.001266175,0.001043328,0.009837266,0.002363021,0.002663179,0.02441103,0.02769057],"category_scores_gemma":[0.01196516,0.0005797819,0.0014848,0.0008450989,0.003692771,0.002395909,0.001879578,0.02309372,0.009227404],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03945539,"about_ca_system_score_gemma":0.08493332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8521807,"about_ca_topic_score_gemma":0.9227204,"domain_scores_codex":[0.9953538,0.000484251,0.000242949,0.0003654154,0.002176011,0.001377494],"domain_scores_gemma":[0.9854292,0.002458932,0.0005686381,0.0002271047,0.004940134,0.00637585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004546862,0.00004702823,0.001979874,0.0001160981,0.00001253887,0.0005028596,0.00009639238,0.00004314854,0.0002710328,0.001010383,0.9775203,0.01835494],"study_design_scores_gemma":[0.0002319538,0.0001624429,0.01127295,0.001009056,0.00005791786,0.001270509,0.001011577,0.0005082334,0.0002987936,0.003868786,0.9802061,0.0001016121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007357588,0.002976923,0.0001175486,0.9809745,0.007757312,0.00003026457,0.000265269,0.00005732508,0.007085235],"genre_scores_gemma":[0.007108643,0.00460671,0.0006142884,0.9615927,0.008470433,0.00004126003,0.0002678864,0.00004152468,0.01725656],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9605446,"threshold_uncertainty_score":0.2973796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04042029072616719,"score_gpt":0.3494552229545848,"score_spread":0.3090349322284176,"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."}}