{"id":"W1674904114","doi":"10.1002/cncy.20201","title":"Commentary on “Cervical cancer screening in England: The past, present, and future”: A comparison with Canada","year":2012,"lang":"en","type":"editorial","venue":"Cancer Cytopathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Cervical cancer; Cervical cancer screening; Family medicine; Cancer screening; Cancer; Population; Cervical screening; Gynecology; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004215954,0.0004514055,0.001051094,0.000142891,0.0001636707,0.00003104006,0.0003164916,0.0005520536,0.001058475],"category_scores_gemma":[0.0000271493,0.0002809777,0.00006178415,0.0002708048,0.0003047203,0.00004317542,0.0002155226,0.003005166,0.000001821158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007896196,"about_ca_system_score_gemma":0.001531101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5352117,"about_ca_topic_score_gemma":0.846524,"domain_scores_codex":[0.9966739,0.0003293353,0.000415085,0.0006584955,0.001036793,0.00088642],"domain_scores_gemma":[0.9979585,0.0007613717,0.0001592073,0.0005226385,0.0002289884,0.000369286],"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":[0.003027573,0.00008441394,0.1047856,0.000328817,0.00009160415,0.0002335517,0.0004677503,0.00001771556,0.000001990025,0.000004142997,0.8314122,0.05954463],"study_design_scores_gemma":[0.003835956,0.0004102011,0.1292123,0.000136764,0.0001954953,0.00002104826,0.0001660171,0.00004922925,0.00001262716,0.000003427121,0.8656901,0.0002668263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.02565127,0.07053357,0.0000338645,0.2266949,0.6672079,0.003187256,0.00198379,0.00009445486,0.004613032],"genre_scores_gemma":[0.03882496,0.002958967,0.00002735808,0.005892701,0.9507462,0.0008131944,0.0003710763,0.00008905611,0.0002764438],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3113122,"threshold_uncertainty_score":0.9999642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224190626376361,"score_gpt":0.338085207899463,"score_spread":0.3156661452618269,"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."}}