{"id":"W4412621001","doi":"10.1097/aog.0000000000006017","title":"Conversion Rate for Robotic-Assisted Gynecologic Cancer Surgery","year":2025,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"Israel Cancer Research Fund","keywords":"Medicine; Endometrial cancer; Laparotomy; Cervical cancer; Body mass index; Ovarian cancer; Cancer; Retrospective cohort study; Surgery; Gynecologic cancer; General 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":[0.0006625215,0.0001364319,0.0002717429,0.0007441449,0.0002499557,0.0004406119,0.0002443236,0.0002331492,0.00184756],"category_scores_gemma":[0.004765947,0.0001425412,0.000713909,0.0006329372,0.0001573602,0.0001589801,0.0003261437,0.0004760403,0.0003146251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003620747,"about_ca_system_score_gemma":0.0003417515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375176,"about_ca_topic_score_gemma":0.001759134,"domain_scores_codex":[0.9990489,0.0002444083,0.0001452742,0.0001339598,0.0003018368,0.0001256944],"domain_scores_gemma":[0.9971877,0.0006759329,0.001427506,0.0002480806,0.0002381303,0.0002225948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001406967,0.00003213059,0.9914597,0.00002453,0.0000556438,0.0005751956,0.00005784754,0.0001325963,0.0002723623,0.00003831614,0.0003257934,0.006885195],"study_design_scores_gemma":[0.0000109332,0.0001666555,0.99089,0.00003618137,0.0000351802,0.006883536,0.000214083,0.0005198444,0.0004089298,0.00003305955,0.0007918754,0.000009830553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964755,0.00106086,0.0003573281,0.00007179403,0.00002088072,0.00002814719,0.0004744465,0.00002481822,0.001486115],"genre_scores_gemma":[0.9987769,0.0002764468,0.0001293744,0.00005087095,0.00001464714,0.00001507223,0.0004800244,0.000006308641,0.0002503316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00184756,"threshold_uncertainty_score":0.006180704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04006593960440012,"score_gpt":0.3129768186538439,"score_spread":0.2729108790494438,"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."}}