{"id":"W2537261428","doi":"10.1373/jalm.2016.020966","title":"Grave Clinicopathologic Correlation: A Case of Hyperthyroxinemia","year":2016,"lang":"en","type":"article","venue":"The Journal of Applied Laboratory Medicine","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Columbian Hospital; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Correlation; Medicine; Mathematics; Geometry","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":[0.001056769,0.0001494111,0.0005421837,0.0001255565,0.00005603651,0.000001274285,0.0001085605,0.00008232508,0.0002184929],"category_scores_gemma":[0.000246079,0.00005793803,0.00006486679,0.0003090727,0.0003763723,0.00004079464,0.00002098008,0.0001973368,0.00001757747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004244542,"about_ca_system_score_gemma":0.0001682777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005871038,"about_ca_topic_score_gemma":0.000003640818,"domain_scores_codex":[0.9986632,0.00006803919,0.0007238171,0.00009513355,0.0003028277,0.0001469742],"domain_scores_gemma":[0.9980223,0.0004043202,0.0007086329,0.0003140414,0.0004042738,0.000146503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.03067904,0.002828771,0.07851758,0.0003580741,0.002080312,0.0214843,0.01235476,0.00007273751,0.6506712,0.01545315,0.0711519,0.1143482],"study_design_scores_gemma":[0.3046004,0.06039246,0.2012086,0.006797482,0.02350044,0.1316777,0.05542623,0.0001578516,0.1132546,0.03525797,0.06549241,0.002233824],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902427,0.003043739,0.0004574703,0.002687495,0.0002571512,0.0002366693,0.00001042937,0.00001246936,0.003051902],"genre_scores_gemma":[0.9979784,0.0006556812,0.0002607743,0.0006590089,0.0003215123,0.000002466841,0.000001183645,0.0000163986,0.0001045206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5374166,"threshold_uncertainty_score":0.2392344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649512015953961,"score_gpt":0.2820965903132278,"score_spread":0.2656014701536882,"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."}}