{"id":"W2017840530","doi":"10.1007/s00134-007-0902-x","title":"Magnetic resonance imaging changes in the pituitary gland following acute traumatic brain injury","year":2007,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Glasgow Coma Scale; Traumatic brain injury; Magnetic resonance imaging; Hypopituitarism; Pituitary gland; Pituitary stalk; Intracranial pressure; Internal medicine; Radiology; Surgery; Hormone","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":[0.001106275,0.0003043631,0.0006267838,0.0002912791,0.0001124571,0.00001432119,0.0002754102,0.00007698684,0.00007196869],"category_scores_gemma":[0.001971588,0.0001882755,0.0001670876,0.0005802193,0.0003383216,0.00007780394,0.0000393389,0.0005148314,0.00001343468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000844396,"about_ca_system_score_gemma":0.00004452247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001433774,"about_ca_topic_score_gemma":0.0004434157,"domain_scores_codex":[0.997742,0.000135222,0.000504006,0.0004359242,0.000660993,0.0005218384],"domain_scores_gemma":[0.9979383,0.0008132175,0.00009418253,0.0005758085,0.0004518387,0.0001267012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00133206,0.0001266844,0.08585992,0.0007058707,0.0002095596,0.0136191,0.1385228,3.10889e-7,0.01369205,0.0003347064,0.06093216,0.6846647],"study_design_scores_gemma":[0.006627748,0.002451601,0.7089222,0.004603924,0.0007981323,0.001735798,0.2214683,0.00004763305,0.002173424,0.0004136804,0.05026874,0.0004888576],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8942073,0.04636713,0.000133381,0.05392506,0.0009634986,0.0009684595,0.00001102613,0.00008057291,0.003343545],"genre_scores_gemma":[0.9377576,0.000178331,0.0001132138,0.06120102,0.0004449204,0.00003994355,0.00004331326,0.00003316643,0.0001884923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6841759,"threshold_uncertainty_score":0.7677652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128165450612533,"score_gpt":0.3027506140072916,"score_spread":0.2814689595011662,"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."}}