{"id":"W1984373713","doi":"10.1016/j.jaad.2011.04.038","title":"Melanoma in adolescents and young adults (ages 15-39 years): United States, 1999-2006","year":2011,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario","funders":"National Cancer Institute","keywords":"Medicine; Young adult; Demography; Pediatrics; Gerontology","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":[0.0001097875,0.000107805,0.0004551096,0.0004302992,0.00002108019,0.000003353195,0.0001764361,0.00005919503,0.00001662341],"category_scores_gemma":[0.00004653927,0.0000778766,0.00008486994,0.0003451155,0.0002948831,0.00004200566,0.00008322219,0.0004283736,0.000003774287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003634201,"about_ca_system_score_gemma":0.00001967943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004097866,"about_ca_topic_score_gemma":0.000026685,"domain_scores_codex":[0.9988773,0.000142382,0.0005014902,0.0001040018,0.0001876802,0.0001871139],"domain_scores_gemma":[0.9990143,0.00002323402,0.000737189,0.00009426179,0.00003437452,0.0000966908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002778572,0.0003650901,0.9721107,0.0001955958,0.0002543947,0.0009110487,0.00214935,0.000006535017,0.001868867,0.00008745561,0.005115578,0.01415683],"study_design_scores_gemma":[0.002073432,0.0003559719,0.9657882,0.0003678259,0.0001302138,0.01806186,0.001302539,0.0001409243,0.001985069,0.0001385396,0.009551969,0.0001034778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964624,0.0004680261,0.00001824646,0.002596449,0.0001315766,0.0001453355,0.000003336911,0.000008015541,0.0001666004],"genre_scores_gemma":[0.9971079,0.0007667122,0.0002677258,0.001735834,0.00003159618,0.000001160388,6.921655e-7,0.00001245211,0.00007598747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01715081,"threshold_uncertainty_score":0.3175716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223048485009539,"score_gpt":0.2549558783804142,"score_spread":0.2427253935303188,"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."}}