{"id":"W1966790902","doi":"10.1002/cncr.20669","title":"Heterogeneity of risk for melanoma and pancreatic and digestive malignancies","year":2004,"lang":"en","type":"article","venue":"Cancer","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; CDKN2A; Melanoma; Family history; Internal medicine; Oncology; Genetic heterogeneity; Pancreatic cancer; Odds ratio; Germline mutation; Cancer; Mutation; Genetics; Cancer research","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003596915,0.00005541439,0.0001449145,0.00002838239,0.00003284794,0.000004268594,0.00001063311,0.00002244357,0.00001082588],"category_scores_gemma":[0.00002911933,0.00004519463,0.00002261012,0.0000302527,0.0000553028,0.00001431905,0.00001361108,0.00002443999,5.024183e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003362563,"about_ca_system_score_gemma":0.00001858133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002012878,"about_ca_topic_score_gemma":0.0001461591,"domain_scores_codex":[0.9996873,0.000004862221,0.00007995852,0.0001095739,0.00004475246,0.00007355494],"domain_scores_gemma":[0.9997885,0.00002657404,0.00004331059,0.00006734165,0.00002911723,0.00004520483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002046193,0.0002222013,0.7494541,0.001813415,0.0008879728,0.0000854008,0.003891384,0.0001950342,0.04644666,0.003760215,0.000437343,0.1907601],"study_design_scores_gemma":[0.004468549,0.0009246162,0.9104487,0.0003140504,0.000684704,0.0001758036,0.0005246509,0.0001142993,0.07180945,0.001445838,0.008900614,0.0001887242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964149,0.002332681,0.0004774603,0.0001567535,0.0000653567,0.0002987975,0.00003192082,0.00001428698,0.0002078258],"genre_scores_gemma":[0.9981793,0.0009360753,0.0004947621,0.0001048229,0.00004153769,0.00004892882,0.000001648184,0.000006531758,0.0001863889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1905714,"threshold_uncertainty_score":0.1842984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559225163480252,"score_gpt":0.2692129210147075,"score_spread":0.253620669379905,"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."}}