{"id":"W4405063484","doi":"10.1200/acon.11.00032","title":"Melanoma and Mutations","year":2024,"lang":"en","type":"dataset","venue":"","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Melanoma; Computational biology; Genetics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005646967,0.00101912,0.001065894,0.00178933,0.0008071928,0.001890678,0.001453858,0.00169224,0.04545319],"category_scores_gemma":[0.005103875,0.0004656918,0.00150311,0.002701549,0.0002475303,0.0008864897,0.001409392,0.001356291,0.02590971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372657,"about_ca_system_score_gemma":0.001493407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03398748,"about_ca_topic_score_gemma":0.07546864,"domain_scores_codex":[0.9990811,0.00009381908,0.0001331495,0.0003264751,0.0001891263,0.0001762693],"domain_scores_gemma":[0.998548,0.0002648419,0.0002594726,0.0003299867,0.0003737205,0.0002238548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000501189,0.00003504886,0.01897731,0.00161202,0.000235486,0.0001414116,0.0000315381,0.0003572353,0.0003321902,0.0007236358,0.9624016,0.01465138],"study_design_scores_gemma":[0.0005372514,0.00006062002,0.1022941,0.001834137,0.000455762,0.001271918,0.0001387127,0.000652192,0.0006583345,0.002693194,0.8893445,0.00005938916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00268939,0.002100434,0.0001403655,0.0004006011,0.0001274268,0.0000266658,0.9902335,0.0001853729,0.004096209],"genre_scores_gemma":[0.007534769,0.0009295396,0.0003889538,0.0004095098,0.00004127262,0.00009528124,0.9872823,0.000093592,0.003224776],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04545319,"threshold_uncertainty_score":0.1520561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223777564243582,"score_gpt":0.2727917815127756,"score_spread":0.2605540058703398,"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."}}