{"id":"W4404386194","doi":"10.1016/j.jogc.2024.102714","title":"Innovative 3-Dimensional Imaging in Preoperative Evaluation for Secondary Cytoreductive Surgery in Recurrent Ovarian Cancer—A Pilot Study","year":2024,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cytoreductive surgery; Ovarian cancer; Surgery; Medical physics; Radiology; General surgery; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001397624,0.0003899212,0.0004734811,0.0005322699,0.0003438393,0.0005969868,0.0003570006,0.0005227791,0.001244857],"category_scores_gemma":[0.002403845,0.0002236065,0.0004653983,0.0003464952,0.0006092385,0.0004042001,0.0004680331,0.0004887524,0.0001682238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005190198,"about_ca_system_score_gemma":0.001103271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00600552,"about_ca_topic_score_gemma":0.005827919,"domain_scores_codex":[0.999516,0.0002301408,0.00002230287,0.00005458248,0.00008843825,0.00008861961],"domain_scores_gemma":[0.9991348,0.0003225074,0.0001032777,0.00006056533,0.0002068246,0.0001721264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05081578,0.03937744,0.6734618,0.0006504704,0.0003568801,0.003502477,0.004087312,0.001777176,0.04761914,0.000320861,0.0008431706,0.1771875],"study_design_scores_gemma":[0.002895568,0.1247266,0.8544201,0.00008877641,0.0005601886,0.002459493,0.002532435,0.004002627,0.00581391,0.0001988762,0.002205058,0.00009640311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998583,0.0003300404,0.0002285308,0.00003424604,0.00001339121,0.0002262885,0.00004646543,0.000003594954,0.0005345538],"genre_scores_gemma":[0.9983196,0.0003555944,0.0008389549,0.00005411312,0.00004044568,0.0001443749,0.00007872654,0.000002777696,0.0001654283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00600552,"threshold_uncertainty_score":0.01194113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837026160377562,"score_gpt":0.3179799782391341,"score_spread":0.2796097166353585,"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."}}