{"id":"W1989354370","doi":"10.1038/modpathol.2009.89","title":"Candidate serous cancer precursors in fallopian tube epithelium of BRCA1/2 mutation carriers","year":2009,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"University Health Network; Canary Foundation","keywords":"BRCA mutation; Serous carcinoma; Serous fluid; Fallopian tube; Fallopian tube cancer; Medicine; Pathology; Ovarian cancer; Cancer; Lynch syndrome; Carcinoma; Immunostaining; Malignancy; Germline mutation; Oncology; Internal medicine; Mutation; Immunohistochemistry; Biology; Gynecology; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009839754,0.0001351775,0.0003572606,0.0001307959,0.00002142587,0.000003791096,0.00005308818,0.0001159144,0.00006073621],"category_scores_gemma":[0.00001950577,0.0001190479,0.0000580152,0.0001293938,0.00005105805,0.00004152189,0.00001005319,0.0001132232,0.000004470442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001949361,"about_ca_system_score_gemma":0.0001497865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287715,"about_ca_topic_score_gemma":0.002626924,"domain_scores_codex":[0.9990153,0.00005536614,0.0002580339,0.0003013958,0.000119752,0.0002500938],"domain_scores_gemma":[0.999522,0.00001900895,0.00008538762,0.0002382008,0.00005470891,0.00008074177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001106058,0.001462827,0.5596379,0.0002024596,0.0002729254,0.00413606,0.0263206,0.006930309,0.01522666,0.001461943,0.0004073268,0.3828349],"study_design_scores_gemma":[0.006338901,0.001415044,0.9690739,0.0002070574,0.0002233579,0.0002413554,0.0001883368,0.003233255,0.015916,0.002495779,0.0004298529,0.0002371477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933184,0.00131924,0.0002692485,0.003391121,0.0001622316,0.0003672999,0.00005578535,0.00002434435,0.001092336],"genre_scores_gemma":[0.9981775,0.0003330609,0.0003454545,0.0008081292,0.00004812661,0.00007235037,0.00003495433,0.00001442662,0.0001659882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.409436,"threshold_uncertainty_score":0.4854633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260611106007934,"score_gpt":0.2885385424456439,"score_spread":0.2759324313855646,"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."}}