{"id":"W2418765117","doi":"10.3238/arztebl.2015.0627","title":"Mortality From Malignant Melanoma in an Era of Nationwide Skin Cancer Screening","year":2015,"lang":"de","type":"letter","venue":"Deutsches Ärzteblatt international","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Medicine; Melanoma; Skin cancer; Cancer; Dermatology; Melanoma diagnosis; MEDLINE; Oncology; Internal medicine; 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":[0.0005739554,0.0001138059,0.0002618513,0.0004759398,0.0005806039,0.0009111871,0.0002500141,0.002171709,0.001667938],"category_scores_gemma":[0.004683571,0.000113062,0.0001972597,0.0007677543,0.0004852996,0.0008706623,0.0005213783,0.001801072,0.000413592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516999,"about_ca_system_score_gemma":0.0005270158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737377,"about_ca_topic_score_gemma":0.004166897,"domain_scores_codex":[0.999483,0.0001579192,0.00004390778,0.00007325732,0.0001153903,0.0001264808],"domain_scores_gemma":[0.9983493,0.0004175601,0.0006917918,0.00006547346,0.0001780527,0.0002978488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006978179,0.0001732513,0.8089919,0.0003319413,0.00009530562,0.02287384,0.001054503,0.0004556398,0.002066211,0.006329538,0.07493994,0.08199015],"study_design_scores_gemma":[0.00004038186,0.000307759,0.9189447,0.0005107943,0.0000740836,0.01885994,0.001587515,0.0009125027,0.0003559541,0.002704061,0.05566111,0.00004111326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5970207,0.01859808,0.00042199,0.3442135,0.002144027,0.00001919412,0.0006772918,0.00005357858,0.03685151],"genre_scores_gemma":[0.9621769,0.007155154,0.0001512314,0.02145015,0.00762181,0.00001272459,0.0002480726,0.000006162004,0.001177831],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002171709,"threshold_uncertainty_score":0.01100665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04991939206410313,"score_gpt":0.3205832929447061,"score_spread":0.270663900880603,"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."}}