{"id":"W2163481690","doi":"10.1016/j.canep.2010.03.006","title":"A nationwide population-based skin cancer screening in Germany: Proceedings of the first meeting of the International Task Force on Skin Cancer Screening and Prevention (September 24 and 25, 2009)","year":2010,"lang":"en","type":"article","venue":"Cancer Epidemiology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Task force; Skin cancer; Cancer; Incidence (geometry); Population; Cancer prevention; Cancer incidence; Environmental health; Family medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0006933147,0.0001319017,0.0003118324,0.0001360712,0.0001000728,0.000006343991,0.0001179098,0.0001123114,0.0001102525],"category_scores_gemma":[0.0004731976,0.00009079558,0.00008225862,0.0001791585,0.0001125928,0.00005373282,0.0000824335,0.0002953423,2.131329e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007848819,"about_ca_system_score_gemma":0.00005250857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004640936,"about_ca_topic_score_gemma":0.01804213,"domain_scores_codex":[0.9988375,0.0000478547,0.0004866014,0.000283186,0.0001676718,0.0001772249],"domain_scores_gemma":[0.9989085,0.0002814235,0.0005194764,0.00011848,0.0001303561,0.00004177227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001788633,0.0000233637,0.9783224,0.0001613197,0.00008362428,3.874586e-7,0.0001946508,0.002680771,0.003644336,0.0005257069,0.001544913,0.01263964],"study_design_scores_gemma":[0.001071167,0.00004168535,0.965836,0.0009413506,0.00007968711,0.000008790508,0.00008106083,0.01727855,0.001997205,0.0002550565,0.01231326,0.0000961787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870788,0.0004365064,0.0001634506,0.01039353,0.0006723036,0.0005987882,0.00001998201,0.00001326315,0.0006233946],"genre_scores_gemma":[0.9960218,0.00009797599,0.0005923665,0.001698514,0.0002143314,0.0001742438,0.000004158822,0.00001572795,0.001180886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01459778,"threshold_uncertainty_score":0.999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262207572626307,"score_gpt":0.3190237787490774,"score_spread":0.2928030214864468,"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."}}