{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004961291,0.0001940791,0.0005261464,0.00411703,0.000616829,0.0007058975,0.0006924533,0.0002647927,0.001426673],"category_scores_gemma":[0.02250272,0.0003126241,0.0005400327,0.005911624,0.0002385053,0.0007855839,0.001151281,0.0003946919,0.0001813477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009174726,"about_ca_system_score_gemma":0.001426962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03125637,"about_ca_topic_score_gemma":0.04385889,"domain_scores_codex":[0.993229,0.002274553,0.001715459,0.001284615,0.000995194,0.0005012183],"domain_scores_gemma":[0.9717649,0.006919246,0.01444183,0.003088967,0.002946145,0.0008389532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003440984,0.00002615828,0.9976532,0.00002185959,0.00007127715,0.00002235545,0.0001041221,0.00007974688,0.00006576091,0.00007728802,0.0004135985,0.001430234],"study_design_scores_gemma":[0.00001196467,0.00003837476,0.9977495,0.0000247915,0.00005718385,0.0001662052,0.0003502433,0.0003436688,0.0001175494,0.00005281429,0.001081087,0.000006613674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817632,0.0003600594,0.001237767,0.0001081484,0.00001577801,0.0001865181,0.01413076,0.00002569792,0.002172027],"genre_scores_gemma":[0.9734358,0.0002394369,0.001360638,0.0000990375,0.00002392074,0.0002886332,0.02421885,0.00001523457,0.0003185405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03125637,"threshold_uncertainty_score":0.06214887,"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."}}