{"id":"W2598405158","doi":"10.1159/000124059","title":"Report from the International Society of Endocrinology","year":2008,"lang":"en","type":"article","venue":"Neuroendocrinology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endocrinology; Internal medicine; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000003738179,0.000100245,0.0002155963,0.00002412653,0.00006805009,0.000001477039,0.0001480132,0.00002540341,0.0001774271],"category_scores_gemma":[0.00005286245,0.00006527064,0.0001560276,0.00005490297,0.0002329838,0.00002720076,0.00009552077,0.0001515428,0.00003431115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001542391,"about_ca_system_score_gemma":0.00007799757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004397076,"about_ca_topic_score_gemma":0.00001404165,"domain_scores_codex":[0.9991619,0.00001820899,0.0002285571,0.0002332242,0.0001379094,0.0002202158],"domain_scores_gemma":[0.9993643,0.0001087751,0.00008582367,0.0003450946,0.00005834649,0.00003765062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001237736,0.0002230052,0.9261591,0.000002833513,0.0002528072,0.004493522,0.00008455948,0.000001053098,0.001316701,0.0002123851,0.06542186,0.001708404],"study_design_scores_gemma":[0.002318706,0.0001836313,0.8282924,0.000004302316,0.00006364068,0.01621466,0.00005547826,0.00002649786,0.002846049,0.0003779095,0.1495644,0.00005234153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734051,0.0007278824,0.00002395693,0.01605261,0.0005289095,0.0001417705,0.00002238606,0.00004393978,0.009053402],"genre_scores_gemma":[0.99156,0.003565889,0.0004228414,0.002869817,0.0001320077,0.00001502352,0.00009716601,0.00000933512,0.001327938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09786671,"threshold_uncertainty_score":0.266166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03282216256815135,"score_gpt":0.2749283941266157,"score_spread":0.2421062315584644,"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."}}