{"id":"W1983785387","doi":"10.1097/aog.0b013e3181f88e72","title":"Surveillance After Treatment for Cervical Intraepithelial Neoplasia","year":2010,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Colposcopy; Cervical intraepithelial neoplasia; Cytology; Life expectancy; Cervical cancer; Gynecology; Quality-adjusted life year; Obstetrics; Cohort; Cost effectiveness; Cancer; Population; Internal medicine; Pathology","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":[0.003903772,0.0005383549,0.0007882215,0.001110038,0.0002402634,0.000874466,0.0008595589,0.00083458,0.003649779],"category_scores_gemma":[0.01707654,0.0003286194,0.003536179,0.001128964,0.0002825551,0.0008755765,0.0005206594,0.0005465169,0.0002782718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002953882,"about_ca_system_score_gemma":0.002535204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01453706,"about_ca_topic_score_gemma":0.01143609,"domain_scores_codex":[0.9973711,0.001495947,0.0001784158,0.0003428126,0.0004238056,0.0001878421],"domain_scores_gemma":[0.9903775,0.003856822,0.004631389,0.0002441644,0.0004981637,0.0003919775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009752248,0.0005748021,0.7246766,0.003607128,0.01152148,0.0004414156,0.0002330038,0.155311,0.0006604764,0.004377645,0.005186572,0.08365759],"study_design_scores_gemma":[0.003792075,0.01194188,0.6869441,0.003350015,0.0117018,0.002239405,0.0003825733,0.2556928,0.001720558,0.007434787,0.01464968,0.0001503105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616491,0.01029419,0.005802962,0.001462693,0.00008957503,0.001124649,0.01527499,0.00007822945,0.004223754],"genre_scores_gemma":[0.9916304,0.001723057,0.001634424,0.0001661401,0.00003654432,0.0003054951,0.003984581,0.000005633301,0.0005139172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01453706,"threshold_uncertainty_score":0.02890491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803251303631227,"score_gpt":0.308801549066552,"score_spread":0.2907690360302397,"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."}}