{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002236207,0.000342308,0.0004354066,0.001680224,0.000363466,0.0006759385,0.0005449316,0.0005169294,0.001680812],"category_scores_gemma":[0.009611758,0.0002255886,0.000648401,0.00114231,0.0005733267,0.0003895435,0.0006788456,0.000550966,0.0001016133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004377766,"about_ca_system_score_gemma":0.0003720727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001670501,"about_ca_topic_score_gemma":0.001209608,"domain_scores_codex":[0.9976608,0.0009586081,0.0002074356,0.0005825975,0.0004128809,0.0001776501],"domain_scores_gemma":[0.988548,0.004815547,0.004791716,0.0008063189,0.0003559062,0.0006825307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001064364,0.0000104981,0.9974315,0.00001428796,0.0001915036,0.0002682478,0.00003514929,0.00009944924,0.0001879187,0.00005475301,0.0000310664,0.001569294],"study_design_scores_gemma":[0.000009896652,0.00007930905,0.9963973,0.00001100097,0.0001331093,0.002468379,0.00004942091,0.000354083,0.0001351055,0.0002376218,0.0001193282,0.000005479797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975738,0.001241057,0.0004684643,0.00008617617,0.000003888833,0.00001189319,0.0001090184,0.000006101363,0.0004995361],"genre_scores_gemma":[0.9996954,0.00008822717,0.0001126224,0.00000812374,0.000007912445,0.000003121419,0.00006486222,0.000001361784,0.00001844006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002236207,"threshold_uncertainty_score":0.01182634,"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."}}