{"id":"W1971582957","doi":"10.1002/cncr.11269","title":"Histopathologic score predicts recurrence free survival after radical surgery in patients with stage IA<sub>2</sub>–IB<sub>1–2</sub> cervical carcinoma","year":2003,"lang":"en","type":"article","venue":"Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Stage (stratigraphy); Proportional hazards model; Lymph node; Radical surgery; Cervical cancer; Surgery; Carcinoma; Nomogram; Prospective cohort study; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004010652,0.0005178107,0.001002105,0.0003294369,0.0000891048,0.00002875582,0.0002144782,0.0003107798,0.0003521197],"category_scores_gemma":[0.0005735491,0.0003915347,0.0002250462,0.001110229,0.000326452,0.0001823,0.00009708985,0.000630444,0.00005651955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061979,"about_ca_system_score_gemma":0.0006637353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001108858,"about_ca_topic_score_gemma":0.0004339277,"domain_scores_codex":[0.9961604,0.0003012597,0.0006493984,0.0009461532,0.001036723,0.0009059968],"domain_scores_gemma":[0.9979476,0.0002915304,0.0001978913,0.0007437807,0.0002255193,0.0005936397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003305952,0.0007519177,0.9829079,0.0002741693,0.00006180524,0.0006776993,0.0001131676,0.000005596769,0.0006788653,0.00002771894,0.0005133353,0.0106819],"study_design_scores_gemma":[0.009076662,0.0007248513,0.9747618,0.0004838102,0.0001805176,0.00001231205,0.00002038374,0.000004528091,0.01293096,0.00008027335,0.001278808,0.000445027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926595,0.003821161,0.00003057991,0.000229506,0.00129735,0.000924357,0.0003019811,0.0000856442,0.0006499059],"genre_scores_gemma":[0.9976225,0.0004936403,0.00005611679,0.0007800501,0.000298913,0.0004967892,0.0001202663,0.00007289846,0.00005882988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0122521,"threshold_uncertainty_score":0.9998537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02384347712048499,"score_gpt":0.2473608572217995,"score_spread":0.2235173801013146,"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."}}