{"id":"W2053974737","doi":"10.1006/gyno.2000.5926","title":"A Critique of Surgical Cytoreduction in Advanced Ovarian Cancer","year":2000,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":190,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Debulking; Medicine; Ovarian cancer; Perioperative; Disease; Quality of life (healthcare); Randomized controlled trial; Surgery; General surgery; Retrospective cohort study; Intensive care medicine; Cancer; 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":[0.03584886,0.0005803746,0.001486373,0.002395205,0.003578803,0.004912619,0.003467567,0.01568612,0.00382284],"category_scores_gemma":[0.1331601,0.000550866,0.001518927,0.001871746,0.01888796,0.003395032,0.004736145,0.03371871,0.001284619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007351684,"about_ca_system_score_gemma":0.01183941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01480811,"about_ca_topic_score_gemma":0.0234546,"domain_scores_codex":[0.9726411,0.01328058,0.002490301,0.001845184,0.008805769,0.0009371176],"domain_scores_gemma":[0.858102,0.1115505,0.004277213,0.003318038,0.01894819,0.003803991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002396786,0.00007620257,0.002374414,0.000777605,0.0001416021,0.0002719585,0.001763568,0.001212459,0.0002277016,0.2019128,0.6814593,0.1095428],"study_design_scores_gemma":[0.0003129344,0.0001444093,0.004584053,0.002632082,0.0002034389,0.0008780021,0.001449184,0.0008280375,0.0005025332,0.1537783,0.834587,0.00009998113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007111211,0.01074669,0.0008441937,0.972113,0.01007133,0.00000633331,0.00003827212,0.00001174908,0.00545733],"genre_scores_gemma":[0.05451521,0.01303404,0.002349572,0.8315206,0.09380759,0.00008100829,0.00006836907,0.0001053662,0.004518235],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03584886,"threshold_uncertainty_score":0.1895891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694302484887117,"score_gpt":0.351981746167336,"score_spread":0.3350387213184648,"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."}}