{"id":"W3122010500","doi":"10.20944/preprints201909.0314.v1","title":"Hypothalamic Endocrine Tumors: An Update","year":2019,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Endocrine system; Hypothalamus; Hormone; Homeostasis; Endocrine gland; Biology; Pituitary tumors; Endocrinology; Bioinformatics; Neuroscience","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002178332,0.000602867,0.0009585054,0.0002307735,0.00007526999,0.00002231392,0.0004603595,0.0002770972,0.002649031],"category_scores_gemma":[0.00008925141,0.0005330595,0.0003534609,0.0001085385,0.00007993163,0.0001407251,0.001258687,0.0009058536,0.008171316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659862,"about_ca_system_score_gemma":0.0003475238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005478816,"about_ca_topic_score_gemma":0.00002561539,"domain_scores_codex":[0.996892,0.00009760459,0.0005639326,0.001402023,0.0004510224,0.000593454],"domain_scores_gemma":[0.996729,0.00003130605,0.0002549641,0.00249456,0.0001273938,0.0003627524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000265905,0.001078046,0.9946998,0.0003681324,0.0004468331,0.0004675256,0.0001909722,0.0001481713,0.001160002,0.0001611036,0.0001126369,0.0009008897],"study_design_scores_gemma":[0.003562664,0.0001640958,0.9765497,0.0004176738,0.0004409983,0.000201958,0.00007759743,0.000298824,0.009258058,0.003788805,0.004651636,0.0005880028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963677,0.0005891596,0.0000298235,0.0006681141,0.000632919,0.001398912,0.00009482992,0.0003141856,0.03259503],"genre_scores_gemma":[0.9915851,0.0005528161,0.000265375,0.0005674572,0.0002791863,0.0001631908,0.001267461,0.00009801956,0.005221345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02790813,"threshold_uncertainty_score":0.9997121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08616084761454211,"score_gpt":0.3476221797494188,"score_spread":0.2614613321348767,"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."}}