{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008049547,0.0007310567,0.001145115,0.0008301895,0.00007344111,0.000141887,0.00086502,0.0007954272,0.005759256],"category_scores_gemma":[0.0002099997,0.0007512443,0.0003660616,0.0003837575,0.0001972218,0.0003500054,0.00034197,0.001950641,0.0002932677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007561911,"about_ca_system_score_gemma":0.0004509921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.012713,"about_ca_topic_score_gemma":0.006162503,"domain_scores_codex":[0.9940132,0.0003179464,0.001702306,0.001195142,0.002165817,0.0006055314],"domain_scores_gemma":[0.9967239,0.0002433807,0.001027456,0.0008410613,0.0008744227,0.0002897559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002430318,0.001952528,0.7321593,0.0006231653,0.01184844,0.006244524,0.006129787,0.002974919,0.003106018,0.0009038439,0.1648416,0.06678554],"study_design_scores_gemma":[0.0057935,0.0005114431,0.2706814,0.002845236,0.001495693,0.00006875712,0.0009133741,0.02283942,0.003407597,0.0006318821,0.6893333,0.001478436],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9227758,0.003313381,0.001719824,0.05089856,0.01018222,0.00152077,0.003220679,0.0001477131,0.006221025],"genre_scores_gemma":[0.9374431,0.0008163017,0.002233755,0.03402739,0.01097075,0.0002693108,0.009479413,0.0002023579,0.0045576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5244917,"threshold_uncertainty_score":0.9994938,"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."}}