{"id":"W4231385059","doi":"10.1007/978-1-59259-995-0","title":"Thyroid Cancer","year":2006,"lang":"en","type":"book","venue":"Humana Press eBooks","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Georgetown University; University of California, San Francisco; University of Toronto; Margaret A. Cargill Foundation; Johns Hopkins University; York University; George Washington University; Medical School, University of Michigan; Uniformed Services University of the Health Sciences; University of Southern California; Ohio State University; U.S. Department of Veterans Affairs","keywords":"Thyroid cancer; Cancer; Medicine; Thyroid; Medical physics; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004463297,0.0004948008,0.0007546844,0.000112368,0.00009841198,0.00004569809,0.00016476,0.0003433271,0.0002975118],"category_scores_gemma":[0.000002369476,0.0004226752,0.0003411686,0.000006301959,0.0001231091,0.00001974078,0.00008883484,0.0004177164,0.00005734618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006768788,"about_ca_system_score_gemma":0.0004333381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160222,"about_ca_topic_score_gemma":0.0005463905,"domain_scores_codex":[0.9981638,0.00001765217,0.0003742973,0.0005967036,0.0004571385,0.0003904382],"domain_scores_gemma":[0.9987332,0.00003311051,0.0002218043,0.0007428759,0.0001027978,0.0001661709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006055969,0.00009470943,0.00001299116,0.0003660124,0.0005564244,0.0002862349,0.00008740816,0.000004318087,0.00001018564,0.01391056,0.9470838,0.03752685],"study_design_scores_gemma":[0.001680688,0.0002280249,0.000314454,0.0008569012,0.001209197,0.00001438264,0.000001097393,0.000002508374,0.0004959163,0.0008330605,0.9939954,0.0003684148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005625204,0.09379735,0.000002803472,0.00005754812,0.0003519449,0.0008930637,0.0001760213,0.0001727755,0.9044923],"genre_scores_gemma":[0.000797381,0.002840904,0.00004176153,0.0005405959,0.001947699,0.0007415474,0.0002785429,0.0001529469,0.9926586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09095644,"threshold_uncertainty_score":0.9998225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04875528855042612,"score_gpt":0.2998912213844367,"score_spread":0.2511359328340106,"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."}}