{"id":"W2143941607","doi":"10.1148/radiol.2452061983","title":"Early Invasive Cervical Cancer: CT and MR Imaging in Preoperative Evaluation—ACRIN/GOG Comparative Study of Diagnostic Performance and Interobserver Variability","year":2007,"lang":"en","type":"article","venue":"Radiology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Cancer Institute","keywords":"Medicine; Parametrial; Magnetic resonance imaging; Cervical cancer; Radiology; Institutional review board; Stage (stratigraphy); Receiver operating characteristic; Biopsy; Neuroradiology; Nuclear medicine; Cancer; Cervical carcinoma; Surgery; 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":[0.0121913,0.0005534714,0.0005114053,0.0021791,0.0003278252,0.001050872,0.0005114131,0.0008111696,0.0004034117],"category_scores_gemma":[0.04179557,0.0002959224,0.0003468911,0.0008916435,0.0007024877,0.0008136685,0.0008807691,0.0003393817,0.0002314294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004976964,"about_ca_system_score_gemma":0.0002871367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009336692,"about_ca_topic_score_gemma":0.0016245,"domain_scores_codex":[0.9922255,0.004345558,0.0006819436,0.001016666,0.001466525,0.0002639077],"domain_scores_gemma":[0.9725869,0.01744454,0.004744967,0.001526542,0.00295928,0.0007376578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001308737,0.00003779273,0.9862649,0.00004787497,0.0001945896,0.00008081795,0.0003360306,0.0003279611,0.001057768,0.00002031221,0.0001161257,0.01020713],"study_design_scores_gemma":[0.00007338178,0.0007341485,0.9936569,0.00003014266,0.0001469001,0.0009005851,0.0002962228,0.002775678,0.001015247,0.00005929543,0.0002926958,0.00001865452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978834,0.001008663,0.0005882078,0.00002441363,0.00001077124,0.00002424673,0.00006475237,0.00002258814,0.0003729633],"genre_scores_gemma":[0.9991647,0.00008239339,0.0005501889,0.00001291055,0.00001463704,0.00001877636,0.0001120278,0.000006353145,0.00003798547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0121913,"threshold_uncertainty_score":0.06447452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468053094427052,"score_gpt":0.3530756979818916,"score_spread":0.3062703885391864,"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."}}