{"id":"W1973916863","doi":"10.1159/000328532","title":"Cytologic Predictors of Cervical Intraepithelial Neoplasia in Women with an ASCUS Pap Smear","year":2000,"lang":"en","type":"article","venue":"Acta Cytologica","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Ascus (bryozoa); Medicine; Colposcopy; Cervical intraepithelial neoplasia; Gynecology; Cytology; Bethesda system; Atypia; Population; Cytopathology; Odds ratio; Obstetrics; Biopsy; Cervical cancer; Pathology; Cancer; 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":[0.0004830472,0.0003120599,0.0001865423,0.0007792152,0.0003020228,0.0004587537,0.0003081362,0.0005830575,0.002014224],"category_scores_gemma":[0.005658556,0.0002284374,0.0002144422,0.0005655244,0.0003203535,0.0002889503,0.0002886381,0.0004850081,0.0002833728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000179269,"about_ca_system_score_gemma":0.0002804932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003129159,"about_ca_topic_score_gemma":0.003628015,"domain_scores_codex":[0.9997436,0.00008406858,0.00001970587,0.00003748777,0.0000757765,0.00003937334],"domain_scores_gemma":[0.9977306,0.001009108,0.0007186502,0.00006660695,0.000185613,0.0002894947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004879222,0.0000112442,0.9995622,0.000002175576,0.000004792849,0.00004626137,0.0000124104,0.00001558449,0.00005082625,0.000002307206,0.00001787644,0.000225613],"study_design_scores_gemma":[0.00000758266,0.000106311,0.9990122,0.000005504138,0.0000118063,0.0003794689,0.0001146867,0.000241172,0.00004041601,0.00001100959,0.00006834386,0.000001457553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993833,0.0002158089,0.00003161372,0.00005278114,0.00000547989,0.000008217734,0.00007804796,0.000002207253,0.0002225221],"genre_scores_gemma":[0.9997616,0.00005484833,0.00003527808,0.00001109342,0.000008374405,0.000003740026,0.00006843623,6.507235e-7,0.00005596175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003129159,"threshold_uncertainty_score":0.006738245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577303934779178,"score_gpt":0.2791557278370851,"score_spread":0.2633826884892933,"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."}}