{"id":"W2056318000","doi":"10.2340/00015555-1165","title":"Primary Cutaneous Melanoma Arising in Agminated Melanocytic Nevi: CDKN2A and CDK4 Mutation Screening","year":2012,"lang":"en","type":"article","venue":"Acta Dermato Venereologica","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; CDKN2A; Dermatology; Melanoma; Internal medicine; Cancer; 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":[0.0005022886,0.0005545618,0.0004373551,0.001246639,0.0004551198,0.0007543751,0.0003232907,0.0007063847,0.002279839],"category_scores_gemma":[0.001936565,0.0003564418,0.0001864434,0.0004392808,0.0004896967,0.0004826254,0.0004377724,0.0003927881,0.0007008086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003492962,"about_ca_system_score_gemma":0.0003278802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551712,"about_ca_topic_score_gemma":0.002669721,"domain_scores_codex":[0.9996771,0.00006098117,0.00003210406,0.00005088763,0.0001084672,0.00007060662],"domain_scores_gemma":[0.9995738,0.0001606866,0.00006127403,0.00002832903,0.00007302318,0.0001029444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0007303811,0.0001935716,0.3665544,0.0001657456,0.0000631764,0.5257295,0.0002961946,0.0006017186,0.06392458,0.0003422411,0.00163037,0.03976808],"study_design_scores_gemma":[0.00007086067,0.0003214391,0.2587701,0.0001072401,0.0001218535,0.7217014,0.0006781757,0.003427314,0.01134881,0.000700389,0.002729212,0.00002320957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835197,0.002690748,0.001259812,0.0005250504,0.00004624114,0.00009855344,0.00009785021,0.00005696845,0.01170496],"genre_scores_gemma":[0.9979101,0.000687095,0.0007608964,0.000074599,0.00002895717,0.000005986608,0.00003074985,0.00000625761,0.0004953616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002279839,"threshold_uncertainty_score":0.007626832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918073657530065,"score_gpt":0.2504618363048262,"score_spread":0.2312810997295255,"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."}}