{"id":"W2309664335","doi":"10.1634/theoncologist.2015-0239","title":"Advanced Ovarian Cancer: Primary or Interval Debulking? Five Categories of Patients in View of the Results of Randomized Trials and Tumor Biology: Primary Debulking Surgery and Interval Debulking Surgery for Advanced Ovarian Cancer","year":2016,"lang":"en","type":"review","venue":"The Oncologist","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Debulking; Medicine; Ovarian cancer; Randomized controlled trial; Clinical trial; Oncology; Internal medicine; Cancer; Serous fluid; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007608271,0.0008492051,0.01271288,0.0004051344,0.0001437351,0.00002464177,0.0004190033,0.0003989591,0.000032542],"category_scores_gemma":[0.008481354,0.0003850994,0.001660563,0.0005495604,0.001401998,0.0001404467,0.000433721,0.000409086,2.607746e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065744,"about_ca_system_score_gemma":0.00318395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002505716,"about_ca_topic_score_gemma":0.001364719,"domain_scores_codex":[0.9908787,0.002537422,0.004691564,0.0009124768,0.0003656978,0.0006141203],"domain_scores_gemma":[0.9616855,0.0305185,0.006426697,0.0007999102,0.0004480401,0.0001213657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.06547386,0.000422561,0.004197675,0.01813973,0.002053491,0.00001400171,0.0003929544,0.000001577655,0.00001301727,0.00008495103,0.000317396,0.9088888],"study_design_scores_gemma":[0.2827675,0.002355997,0.03050753,0.3312877,0.02127933,0.00009412443,0.0002934963,0.00001727558,0.0007152346,0.001053841,0.3276379,0.001990012],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01375606,0.9713216,0.00004936233,0.001247736,0.001872814,0.009310424,0.002291207,0.00003087334,0.0001198583],"genre_scores_gemma":[0.03780784,0.9571972,0.0005145037,0.0002802758,0.0002419398,0.003545014,0.0002283734,0.00009485999,0.00008998703],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9068988,"threshold_uncertainty_score":0.9998707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0784323802967087,"score_gpt":0.382023392231853,"score_spread":0.3035910119351443,"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."}}