{"id":"W2103105672","doi":"10.1093/eurpub/ckm043","title":"Invasive cervical cancer: a failure of screening","year":2007,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Incyte","keywords":"Medicine; Cervix; Cervical cancer; Cervical screening; Cancer; Disease; Cohort; Population; Presentation (obstetrics); Pap test; Stage (stratigraphy); Cancer screening; Gynecology; Cervical cancer screening; Obstetrics; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002102658,0.000203087,0.0004684734,0.001239394,0.0007279325,0.001199093,0.0006952772,0.000618517,0.001976839],"category_scores_gemma":[0.01063334,0.00024694,0.0002111569,0.001994276,0.0011525,0.0006190989,0.0008204788,0.0006178578,0.0004321167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006270527,"about_ca_system_score_gemma":0.000985541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004281413,"about_ca_topic_score_gemma":0.004124617,"domain_scores_codex":[0.9980642,0.0003728175,0.0002575203,0.000351953,0.0006726859,0.0002808887],"domain_scores_gemma":[0.9878705,0.003343856,0.006387012,0.0008364277,0.000703624,0.0008585349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003111188,0.0000159368,0.9910011,0.00005633203,0.00001763918,0.0003496755,0.0001880187,0.00004564696,0.0001619063,0.00008379995,0.000288124,0.007760661],"study_design_scores_gemma":[0.000002569306,0.00007318299,0.9925314,0.0001076253,0.00003433739,0.004980199,0.0004674039,0.0001932586,0.0001522931,0.0002007421,0.001249606,0.00000751487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930099,0.002120528,0.0005424765,0.0005998338,0.00002588963,0.00004293436,0.0003761433,0.00003055148,0.003251789],"genre_scores_gemma":[0.998814,0.0005550344,0.0001833812,0.0001019024,0.00003164444,0.000007759295,0.00018433,0.000004769515,0.0001171855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004281413,"threshold_uncertainty_score":0.01112008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288429572414344,"score_gpt":0.3935143685370096,"score_spread":0.2646714112955751,"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."}}