{"id":"W3025767973","doi":"10.1016/j.jogc.2020.04.014","title":"Similar Overall Survival Using Neoadjuvant Chemotherapy or Primary Debulking Surgery in Patients Aged Over 75 Years with High-Grade Ovarian Cancer","year":2020,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Israel Cancer Research Fund","keywords":"Medicine; Debulking; Ovarian cancer; Serous fluid; Surgery; Chemotherapy; Proportional hazards model; Oncology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002621968,0.0001327995,0.0003420014,0.0002817599,0.0002945387,0.0005133976,0.0001475713,0.0003612155,0.001726237],"category_scores_gemma":[0.001611548,0.00009896418,0.0008642075,0.0004569734,0.0001622841,0.0003471371,0.0003164698,0.0004715028,0.0001169196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007521882,"about_ca_system_score_gemma":0.0008393332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0178019,"about_ca_topic_score_gemma":0.04498632,"domain_scores_codex":[0.9997619,0.00003596496,0.00001894407,0.0000440741,0.00002741702,0.0001117005],"domain_scores_gemma":[0.999408,0.0001214593,0.0001520009,0.00003023794,0.00005782662,0.0002305531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002447574,0.00007567967,0.9854878,0.00005353054,0.0003161926,0.0003433587,0.00009492737,0.0002584501,0.0009198224,0.00009010293,0.0004126543,0.009499933],"study_design_scores_gemma":[0.00005112744,0.0002994993,0.9984812,0.00001328286,0.0001710375,0.0001826434,0.0001623916,0.0000821875,0.00003690535,0.00006093251,0.0004541607,0.000004535871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994358,0.002226288,0.00005583611,0.0002389174,0.00006624761,0.00001192685,0.0007010443,0.000004097596,0.002337713],"genre_scores_gemma":[0.9981173,0.0005322228,0.00002142917,0.000185082,0.00003394339,0.000005101675,0.0007162449,0.000001994342,0.0003866763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9821981,"threshold_uncertainty_score":0.03539652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266098096979137,"score_gpt":0.2399795756811042,"score_spread":0.2173185947113128,"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."}}