{"id":"W1848114217","doi":"","title":"Pap test results. Responding to Bethesda system reports.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Colposcopy; Medicine; Bethesda system; Pap test; Medical diagnosis; Gynecology; Malignancy; Cervical intraepithelial neoplasia; Obstetrics; Asymptomatic; Cytology; Cervical cancer; Cervical cancer screening; Pathology; Cancer; 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":[0.003969199,0.0003892549,0.0003667282,0.003283941,0.0003874499,0.0009214937,0.001100881,0.0009446735,0.1010305],"category_scores_gemma":[0.03666567,0.0001893552,0.0003034732,0.00268953,0.0002892215,0.0008716318,0.0009361535,0.0007437731,0.05296868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008408292,"about_ca_system_score_gemma":0.003199599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01387329,"about_ca_topic_score_gemma":0.01223598,"domain_scores_codex":[0.9954657,0.001633236,0.0008999472,0.0002068748,0.001519337,0.0002748725],"domain_scores_gemma":[0.9837465,0.002948708,0.003228342,0.0006143163,0.008768332,0.0006937839],"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":[0.00005521997,0.00001653875,0.004955299,0.0009334928,0.000006947554,0.00008516896,0.0000621315,0.00002023749,0.0001264187,0.0006677441,0.8738708,0.1192001],"study_design_scores_gemma":[0.00005031575,0.00006481579,0.01656685,0.00150741,0.00001911462,0.0006644686,0.0002245211,0.00008212219,0.0002288841,0.0005655413,0.9800092,0.0000167805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0098853,0.05350018,0.004799747,0.1156789,0.01750516,0.003445424,0.0774651,0.00380619,0.713914],"genre_scores_gemma":[0.1564659,0.09299102,0.03194124,0.08101219,0.01436898,0.005816089,0.1298262,0.0017759,0.4858024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1010305,"threshold_uncertainty_score":0.3379806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05400880518571709,"score_gpt":0.3138070298459643,"score_spread":0.2597982246602472,"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."}}