{"id":"W4389671666","doi":"10.7759/cureus.50462","title":"Synoptic Operative Reporting in Cervical Cancer Surgeries: Experience From a Single Oncology Center","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Medicine; Cervical cancer; General surgery; Stage (stratigraphy); Laparotomy; Cancer; Medical physics; Surgery; 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":[0.005413371,0.0003730758,0.0002444742,0.001405676,0.001367117,0.001228868,0.001052346,0.0004120264,0.00199038],"category_scores_gemma":[0.02122152,0.0003829116,0.0003360345,0.002725353,0.001093819,0.0009065639,0.002381481,0.0006612483,0.0003450301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002903636,"about_ca_system_score_gemma":0.006131446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02152777,"about_ca_topic_score_gemma":0.03558135,"domain_scores_codex":[0.9955601,0.001690778,0.0006181828,0.0005259208,0.001047311,0.0005576559],"domain_scores_gemma":[0.9802916,0.005491563,0.006837656,0.001702148,0.002598894,0.003078203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003134783,0.0004732975,0.8684143,0.000263668,0.00005273028,0.004650845,0.0222675,0.0004225684,0.001688587,0.0001758686,0.002884494,0.09839268],"study_design_scores_gemma":[0.00005160314,0.001934827,0.9064515,0.0003121475,0.00006857017,0.01215455,0.0624981,0.001397171,0.00202928,0.0001718047,0.01281381,0.000116509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965447,0.0007056231,0.0007208484,0.0003486166,0.00003258387,0.0001339242,0.0001731455,0.00003613819,0.001304516],"genre_scores_gemma":[0.9944959,0.001359152,0.00274521,0.0002888458,0.00005782902,0.00009471697,0.000368259,0.00003135055,0.0005587931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02152777,"threshold_uncertainty_score":0.0428049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09775018981052053,"score_gpt":0.421313069575628,"score_spread":0.3235628797651075,"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."}}