{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002666968,0.0001413417,0.0004607415,0.00008827395,0.00003162088,0.00002526236,0.00009741771,0.00008001007,0.0005114254],"category_scores_gemma":[0.002547339,0.0001177502,0.00005155481,0.000440061,0.0001778632,0.0001825321,0.0001067356,0.0002247955,0.00008322111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003865542,"about_ca_system_score_gemma":0.0001830245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105716,"about_ca_topic_score_gemma":0.0003976604,"domain_scores_codex":[0.9982467,0.00003720323,0.0007250626,0.0003714376,0.0002518302,0.0003678174],"domain_scores_gemma":[0.9990309,0.0002092952,0.0002256917,0.0002904586,0.00009558915,0.0001480125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002034922,0.000714439,0.885732,0.00008672859,0.0001011774,0.00769332,0.03022765,0.00003254161,0.0432275,0.00004448037,0.01166613,0.02027056],"study_design_scores_gemma":[0.008247386,0.001718276,0.7060718,0.004922467,0.0001816868,0.000701867,0.04963389,0.008612241,0.02821948,0.0005556136,0.1899315,0.00120381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798075,0.0003832474,0.00002887092,0.003682498,0.0008062156,0.0002244475,0.00001126481,0.0001575774,0.01489839],"genre_scores_gemma":[0.9964006,0.00007066005,0.0004492888,0.00143892,0.0002679282,0.0001146245,0.00006428031,0.00002760375,0.001166097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1796602,"threshold_uncertainty_score":0.559975,"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."}}