{"id":"W2550036683","doi":"10.1097/lgt.0000000000000274","title":"Screening History in 313 Cases of Invasive Cancer: A Retrospective Review of Cervical Cancer Screening in Alberta, Canada","year":2016,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Calgary Laboratory Services; Interior Health","funders":"","keywords":"Medicine; Cervical cancer; Cancer; Pap test; Cancer registry; Retrospective cohort study; Cancer screening; Cervical cancer screening; Gynecology; Basal cell; Population; Obstetrics; Oncology; Internal medicine; Environmental health","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":[0.000864224,0.0003182874,0.0003715815,0.003645228,0.001436498,0.0009495061,0.001210118,0.000338946,0.001231915],"category_scores_gemma":[0.003416641,0.0004475086,0.0003072453,0.007549767,0.0006709027,0.0002718455,0.0006087486,0.0002929768,0.0001924668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01250541,"about_ca_system_score_gemma":0.01763295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.96812,"about_ca_topic_score_gemma":0.9754379,"domain_scores_codex":[0.9979339,0.0001165357,0.0001700824,0.0002662004,0.001203292,0.0003100245],"domain_scores_gemma":[0.9971067,0.0003089383,0.0008859384,0.0001222084,0.00127663,0.0002996272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002489258,0.000008132495,0.9949051,0.0001013116,0.00002308792,0.0003569458,0.0003194904,0.00004249269,0.0001201145,0.00001742864,0.0005621749,0.003518903],"study_design_scores_gemma":[0.00000168869,0.000009564564,0.9983286,0.00007552815,0.00001896648,0.0002692358,0.0005236103,0.0000521412,0.00003573006,0.000003967281,0.0006773691,0.000003468075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773384,0.009448985,0.0001934855,0.0002488213,0.00002396322,0.0001535927,0.007627785,0.000026213,0.004938642],"genre_scores_gemma":[0.9915502,0.004321252,0.0001999066,0.000152015,0.00001118808,0.00003399279,0.003192057,0.000006707854,0.0005325709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03187996,"threshold_uncertainty_score":0.09073353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06640358868384016,"score_gpt":0.3715191842704114,"score_spread":0.3051155955865712,"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."}}