{"id":"W2063524003","doi":"10.1159/000120768","title":"Needle Aspiration of Acute Subdural Hematomas in Infancy","year":2008,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; SickKids Foundation; Hospital for Sick Children; BC Children's Hospital; University of Toronto","funders":"","keywords":"Medicine; Subdural Hematomas; Surgery; Acute subdural hematoma; Subdural haematoma; Subdural space; Hematoma; Subdural hemorrhage; Radiology","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":[0.0003791784,0.0001485986,0.0004348728,0.000763711,0.00005673786,0.000004816197,0.00009305419,0.0001011511,0.00007025482],"category_scores_gemma":[0.000583015,0.0001429128,0.0001195081,0.001344688,0.00007159441,0.000177987,0.00006013055,0.0003833582,0.00007294884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004504932,"about_ca_system_score_gemma":0.000679455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000582331,"about_ca_topic_score_gemma":0.000003037369,"domain_scores_codex":[0.9977962,0.00009527147,0.0006970928,0.0002903411,0.0006769095,0.0004441577],"domain_scores_gemma":[0.9987484,0.0003489616,0.0001670456,0.0003462381,0.0001398285,0.0002495002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003383251,0.0002288149,0.9894173,0.000539197,0.000007449888,0.001579683,0.00008866125,0.000002179043,0.004207931,0.00002957942,0.001383956,0.002176917],"study_design_scores_gemma":[0.001179207,0.0003455583,0.9916793,0.0000197905,0.00003264262,0.0003479022,0.000006315568,0.00008142243,0.003915042,0.00002356167,0.002232593,0.0001366433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968614,0.001437058,0.000008790474,0.0002860763,0.0002703129,0.0004102567,0.00001102822,0.0000523395,0.0006627272],"genre_scores_gemma":[0.9970939,0.001505126,0.00006451355,0.0006218906,0.0003176844,0.0000364753,0.00001110394,0.00003221356,0.0003170648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002262016,"threshold_uncertainty_score":0.5827813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05121316890511843,"score_gpt":0.3353813108092877,"score_spread":0.2841681419041693,"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."}}