{"id":"W2604499605","doi":"10.1200/jco.2004.22.90140.5043","title":"Is neoadjuvant chemotherapy a realistic alternative to primary surgery for women with advanced ovarian cancer?","year":2004,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Carboplatin; Chemotherapy; Ovarian cancer; Stage (stratigraphy); Oncology; Internal medicine; Paclitaxel; Cancer; Surgery; Cisplatin","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":[0.0005670681,0.00008923583,0.0002640797,0.0001449023,0.0001505793,0.0003343388,0.0001083134,0.000327939,0.002512844],"category_scores_gemma":[0.002981013,0.00006109839,0.0001867224,0.0002005218,0.0002328291,0.000208239,0.0001304398,0.0002246118,0.000289802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002398208,"about_ca_system_score_gemma":0.0003163491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002378316,"about_ca_topic_score_gemma":0.001214025,"domain_scores_codex":[0.999781,0.0001228162,0.00001789717,0.00002248476,0.00003360632,0.00002227564],"domain_scores_gemma":[0.9990221,0.0004365149,0.0003173478,0.00004669301,0.00005304384,0.000124267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01005984,0.000231491,0.7453296,0.0005410491,0.0002294216,0.001089165,0.0001338396,0.0006428562,0.003737922,0.0004770554,0.002946431,0.2345813],"study_design_scores_gemma":[0.000866651,0.01332144,0.9182711,0.001012218,0.0005426944,0.01558625,0.0009414089,0.00144894,0.002288404,0.001847113,0.04384081,0.00003302589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506786,0.03514982,0.0006352455,0.007518115,0.000391394,0.00004267601,0.0003097437,0.00002097377,0.005253418],"genre_scores_gemma":[0.9926784,0.005187104,0.0004784757,0.0008741806,0.0002490467,0.00002400976,0.0001784244,0.000002907754,0.0003274431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002512844,"threshold_uncertainty_score":0.008406281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103424436460814,"score_gpt":0.4616655070692453,"score_spread":0.3582410706084312,"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."}}