{"id":"W4393852408","doi":"10.58931/cwht.2024.116","title":"2024 Updates to Cervical Cancer Screening in Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Women s Health Today","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cervical cancer; Medicine; Cervical cancer screening; Cancer; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006049242,0.001040008,0.0008662299,0.006694443,0.004805797,0.004548352,0.004148353,0.006522872,0.09753972],"category_scores_gemma":[0.03157872,0.000636496,0.001754408,0.006746948,0.001458857,0.002287043,0.003983448,0.006598274,0.02948669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04530834,"about_ca_system_score_gemma":0.1769796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.915306,"about_ca_topic_score_gemma":0.9593389,"domain_scores_codex":[0.9930239,0.0006316345,0.0005893931,0.0003205706,0.004307423,0.001127078],"domain_scores_gemma":[0.9464914,0.002323437,0.001105621,0.0006202746,0.03779297,0.01166639],"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":[0.000009998234,0.00001116425,0.0004157261,0.0001966787,0.000004243442,0.00004467001,0.00005019731,0.00004688508,0.00003444521,0.0006702869,0.9628254,0.03569048],"study_design_scores_gemma":[0.00001211093,0.000008831836,0.002191634,0.0004966093,0.00000798096,0.00005117944,0.00009932802,0.00004341149,0.00002770216,0.0002795941,0.9967639,0.00001767869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001502972,0.04226919,0.002488691,0.4507688,0.0744715,0.001351867,0.04619676,0.003025522,0.3779247],"genre_scores_gemma":[0.02109945,0.1253436,0.02015226,0.341661,0.02891262,0.001715464,0.08120324,0.001566528,0.3783458],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09753972,"threshold_uncertainty_score":0.3287365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916283941369544,"score_gpt":0.3475512713500147,"score_spread":0.3183884319363193,"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."}}