{"id":"W2007230092","doi":"10.1006/gyno.2001.6158","title":"Changes in the Demographics and Perioperative Care of Stage IA2/IB1 Cervical Cancer over the Past 16 Years","year":2001,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Demographics; Perioperative; Cervical cancer; Stage (stratigraphy); Oncology; General surgery; Intensive care medicine; Family medicine; Internal medicine; Demography; Cancer; Surgery","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":[0.0004468145,0.00007569853,0.0001383919,0.0005572227,0.0004142555,0.0005365837,0.0002674861,0.0005039138,0.001747145],"category_scores_gemma":[0.003293772,0.0001225422,0.0002726179,0.001065336,0.0001973202,0.0005448075,0.0002818607,0.0005453229,0.0002463108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007897776,"about_ca_system_score_gemma":0.0007726954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02497427,"about_ca_topic_score_gemma":0.05903177,"domain_scores_codex":[0.9996303,0.0000794531,0.00005348318,0.00005823955,0.00007772175,0.0001006984],"domain_scores_gemma":[0.9980657,0.0002042187,0.001053272,0.00004320764,0.0003331644,0.0003004461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000631352,0.0000289428,0.9941394,0.0000134181,0.000027666,0.00009796846,0.0001946,0.00005608606,0.0001649172,0.00001984611,0.0003799103,0.004814055],"study_design_scores_gemma":[0.000001003924,0.00002921684,0.9987221,0.00000404283,0.000007017775,0.0001969522,0.0003690378,0.00005906435,0.00003479706,0.000005844784,0.0005689561,0.000001825558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960331,0.001026432,0.00009926343,0.0007253872,0.00004085599,0.000007687338,0.0006539754,0.00000612079,0.001407144],"genre_scores_gemma":[0.9981185,0.000632342,0.00007326162,0.0001891904,0.00003694028,0.00000684214,0.000474736,0.000002034346,0.0004662126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02497427,"threshold_uncertainty_score":0.04965776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03353910415106399,"score_gpt":0.3417300302210778,"score_spread":0.3081909260700138,"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."}}