{"id":"W2062748599","doi":"10.1186/s13054-014-0676-9","title":"Assessment of brain midline shift using sonography in neurosurgical ICU patients","year":2014,"lang":"en","type":"article","venue":"Critical Care","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Nuclear medicine; Midline shift; Receiver operating characteristic; Concomitant; Prospective cohort study; Radiology; Computed tomography; Surgery; Internal medicine","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":[0.0001159513,0.0001347165,0.0002430918,0.0001275385,0.00007438388,0.00003722708,0.0001875786,0.00007191714,0.00006048662],"category_scores_gemma":[0.001214415,0.000127148,0.0001109063,0.000331761,0.0002379837,0.000107919,0.0001007247,0.0002077816,0.000004348691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003421353,"about_ca_system_score_gemma":0.00003020024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001907527,"about_ca_topic_score_gemma":0.000008134931,"domain_scores_codex":[0.9984081,0.0001909678,0.0003185356,0.0003813466,0.0003697741,0.0003313195],"domain_scores_gemma":[0.9990736,0.0004853867,0.00002764172,0.0002024108,0.00007102727,0.0001399141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000082614,0.001136226,0.745289,0.0007441188,0.000002340519,0.00007123874,0.0005934589,0.0002443139,0.08755498,0.1615224,0.00007736342,0.002681901],"study_design_scores_gemma":[0.001989261,0.001008254,0.9582038,0.0001441176,0.00002605784,0.000007912051,0.0001023078,0.01671449,0.01739575,0.002295374,0.001675222,0.0004374524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960136,0.00002658824,0.0005627751,0.000339736,0.0002583807,0.0001166078,0.00003012184,0.00002590807,0.00262622],"genre_scores_gemma":[0.9987004,0.000001545478,0.0002517614,0.0009545457,0.00006322276,0.000004356201,0.000004951946,0.00001554566,0.00000364009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2129148,"threshold_uncertainty_score":0.5184944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03119927560140306,"score_gpt":0.3450500002642112,"score_spread":0.3138507246628081,"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."}}