{"id":"W2172049434","doi":"10.1093/jnci/dji312","title":"Lifetime Risk of Melanoma in CDKN2A Mutation Carriers in a Population-Based Sample","year":2005,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; BC Cancer Agency","funders":"National Cancer Institute","keywords":"CDKN2A; Germline mutation; Population; Proband; Penetrance; Melanoma; Medicine; Genetics; Mutation; Oncology; Internal medicine; Biology; Cancer research; Cancer; Environmental health; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004407048,0.00007517848,0.000191196,0.0004042682,0.00003782325,0.000007280416,0.00009310689,0.00004593478,0.0001065426],"category_scores_gemma":[0.000653028,0.00005684292,0.0001102376,0.00038111,0.00003185079,0.0001285401,0.00001217967,0.0002182263,0.000001535391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009441071,"about_ca_system_score_gemma":0.0004683794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860474,"about_ca_topic_score_gemma":0.00534342,"domain_scores_codex":[0.9986638,0.00005358328,0.0005184573,0.00008060329,0.0005939353,0.0000896375],"domain_scores_gemma":[0.9990941,0.0000854737,0.0004521407,0.00006633413,0.0002553241,0.00004660428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0009759341,0.0002197063,0.4833911,0.00006032005,0.0001303187,0.00002766543,0.0004256491,0.4995628,0.000738481,0.0004501228,0.0009117409,0.01310618],"study_design_scores_gemma":[0.00427682,0.00014605,0.9553611,0.0003003126,0.0001084545,0.0001307573,0.00005737687,0.01436954,0.001676237,0.0006788242,0.02278448,0.0001100554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953694,0.0001412746,0.0002768678,0.002809797,0.0006429022,0.0002217121,0.00003927854,0.000004416258,0.0004943628],"genre_scores_gemma":[0.9976482,0.00003284945,0.001242966,0.0005969486,0.0003540584,0.000007911852,0.000006380682,0.000006420993,0.0001043114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4851933,"threshold_uncertainty_score":0.2981754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104250587137061,"score_gpt":0.30445547183149,"score_spread":0.2834129659601193,"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."}}