{"id":"W4232358837","doi":"10.1016/s0090-8258(21)01092-1","title":"Performance characteristics of brief family history questionnaire to screen for Lynch syndrome in women with newly diagnosed ovarian cancers","year":2021,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Toronto Metropolitan University; Princess Margaret Cancer Centre; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Family history; Lynch syndrome; Ovarian cancer; Gynecology; Endometrial cancer; Cohort; Referral; Internal medicine; Population; Malignancy; Oncology; Cancer; Family medicine; DNA mismatch repair","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":[0.0009690056,0.0003408095,0.0004425432,0.001040633,0.0003791015,0.000618737,0.0003529078,0.0007180558,0.001716356],"category_scores_gemma":[0.006604159,0.0002745999,0.000740861,0.0009871037,0.0002743615,0.0005400412,0.0004476678,0.0006499934,0.0003898134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005945162,"about_ca_system_score_gemma":0.0006151358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082408,"about_ca_topic_score_gemma":0.009709815,"domain_scores_codex":[0.9992544,0.0001888866,0.00008111895,0.000157413,0.0001303547,0.0001877897],"domain_scores_gemma":[0.9959072,0.001491485,0.001302984,0.0001499062,0.0004339009,0.0007144731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002397121,0.00006044645,0.998463,0.000005129331,0.00004738939,0.00003954957,0.0000354144,0.00009711994,0.0001013032,0.000008601023,0.0001250777,0.0007771488],"study_design_scores_gemma":[0.00001052685,0.000201182,0.9991522,0.000003254923,0.00001979288,0.00006277047,0.00007128418,0.000284459,0.00002697809,0.00001077803,0.000152954,0.000003912412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997159,0.0002537733,0.00008593792,0.000115125,0.00003201581,0.00001925404,0.0009127264,0.000006716007,0.001415568],"genre_scores_gemma":[0.9984021,0.00007518924,0.00005385959,0.000060076,0.0000234001,0.00001615831,0.0007899632,0.000002998042,0.0005762883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01082408,"threshold_uncertainty_score":0.02152216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199721183931813,"score_gpt":0.2657073165721183,"score_spread":0.245735198178937,"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."}}