{"id":"W2974072392","doi":"10.1136/ijgc-2019-igcs.314","title":"314 Patients with ovarian clear cell carcinoma are at high risk of secondary malignancy","year":2019,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Clear cell carcinoma; Internal medicine; Cohort; Retrospective cohort study; Malignancy; Cancer; Carcinoma; Gastroenterology; Oncology","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":[0.0001643929,0.0001687934,0.0004816518,0.0008572016,0.0007165457,0.0004858604,0.0001893383,0.000427046,0.007044874],"category_scores_gemma":[0.001222887,0.0002270029,0.0003330491,0.001804127,0.0002399345,0.0003784695,0.0003569844,0.0003304103,0.001245631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003420703,"about_ca_system_score_gemma":0.0005364564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003410376,"about_ca_topic_score_gemma":0.003942666,"domain_scores_codex":[0.9996557,0.00005343651,0.00003504031,0.00005002548,0.00009628209,0.0001094682],"domain_scores_gemma":[0.9993793,0.0001703828,0.0002238406,0.00004092984,0.00006174247,0.0001238568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001544918,0.00003884203,0.9970691,0.000009587624,0.000009424421,0.0002285822,0.0000422289,0.00002356001,0.0001579732,0.00002282896,0.0002567511,0.00198681],"study_design_scores_gemma":[0.00001347431,0.0001132578,0.9974437,0.000006247305,0.00001279213,0.0008953078,0.000187064,0.0000534894,0.00006480351,0.00007568268,0.001130608,0.000003573573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959615,0.0005394868,0.00006669869,0.00008589433,0.00001392939,0.00001602828,0.001340629,0.000008258648,0.001967678],"genre_scores_gemma":[0.9962669,0.0003310508,0.00009358024,0.00007986264,0.00002069091,0.00001857844,0.001754917,0.000003143087,0.001431325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007044874,"threshold_uncertainty_score":0.0235675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006460709447811825,"score_gpt":0.2300127487442535,"score_spread":0.2235520392964416,"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."}}