{"id":"W2019026643","doi":"10.1158/1538-7445.am2011-2835","title":"Abstract 2835: BRCA1 signature in high-risk fallopian tube epithelium","year":2011,"lang":"en","type":"article","venue":"Cancer Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Fallopian tube; Serous fluid; Carcinogenesis; Epithelium; Ovarian cancer; BRCA mutation; Cancer; Biology; Pathology; Cancer research; Oncology; Medicine; Internal medicine; Gynecology","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":[0.00007160095,0.0001099208,0.0001459053,0.000722877,0.0002228464,0.0002485012,0.00008395952,0.0002101737,0.00203391],"category_scores_gemma":[0.0001863241,0.0000593976,0.00009150691,0.0004078131,0.000179739,0.00006993469,0.000125722,0.00009339551,0.0002902004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571013,"about_ca_system_score_gemma":0.00009149862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009962954,"about_ca_topic_score_gemma":0.00111834,"domain_scores_codex":[0.9999427,0.000006718327,0.000004399436,0.00001482048,0.00001484794,0.00001642894],"domain_scores_gemma":[0.999918,0.00001796368,0.00002681993,0.000006861021,0.00001444286,0.00001591883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001227876,0.00005003466,0.3164504,0.000142582,0.000043106,0.001502324,0.0002315893,0.0001790131,0.6690017,0.00009778874,0.0004122049,0.01066132],"study_design_scores_gemma":[0.00001128412,0.0001674408,0.9557176,0.000009742285,0.00003432285,0.00382741,0.0001760239,0.0004039573,0.03824534,0.00006828654,0.0013347,0.000003861195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990596,0.0002586349,0.000111903,0.00001103592,0.000002498765,0.000004238244,0.0002169967,0.000008976935,0.000326039],"genre_scores_gemma":[0.9987375,0.0001089175,0.0002655769,0.00001625482,0.000003589768,0.000007235201,0.000479116,0.000002529266,0.0003792665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00203391,"threshold_uncertainty_score":0.006804109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08298439581336467,"score_gpt":0.3729413838780354,"score_spread":0.2899569880646707,"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."}}