{"id":"W2332925771","doi":"10.1097/cmr.0000000000000087","title":"Comparing characteristics of melanoma cases arising in health maintenance organizations with state and national registries","year":2014,"lang":"en","type":"article","venue":"Melanoma Research","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Genentech; Henry Ford Health System; Valeant Pharmaceuticals International; Kaiser Permanente","keywords":"Medicine; Epidemiology; Ethnic group; Generalizability theory; Surveillance, Epidemiology, and End Results; Cancer registry; Melanoma; Family medicine; Cancer; Health care; Demography; Database; Gerontology; Pathology; Internal medicine; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00151477,0.00009299701,0.000287411,0.0004570339,0.0001390304,0.00003714771,0.00006350106,0.00003211699,0.00003423217],"category_scores_gemma":[0.0009312108,0.0000791553,0.00001045467,0.000802464,0.0002036071,0.00004394719,0.00007555729,0.0002530014,0.000008962069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995152,"about_ca_system_score_gemma":0.000252245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007269775,"about_ca_topic_score_gemma":0.0009179247,"domain_scores_codex":[0.998417,0.0001373695,0.0003484465,0.0002258567,0.0005567073,0.0003146601],"domain_scores_gemma":[0.9986237,0.0003059305,0.0001119262,0.000173135,0.0006615041,0.0001238065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001454157,0.0003698006,0.9574237,0.001337307,0.00007817133,0.0004280707,0.001743444,0.00005581429,0.001314918,0.01083497,0.001650696,0.02330891],"study_design_scores_gemma":[0.002268586,0.001865283,0.968869,0.0006873453,0.00001101356,0.001213846,0.001276639,0.003201809,0.001754412,0.0003033776,0.0183556,0.0001930726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905924,0.00006688897,0.00318375,0.001465307,0.00003844931,0.0003786561,0.000008793493,0.0000205387,0.004245252],"genre_scores_gemma":[0.99688,0.00007235853,0.0008207037,0.00008651384,0.00004849636,0.000008156153,0.00002358722,0.00001790855,0.002042296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02311584,"threshold_uncertainty_score":0.3227859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05383484561058574,"score_gpt":0.3343831166243582,"score_spread":0.2805482710137724,"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."}}