{"id":"W2059474693","doi":"10.1017/s0317167100009987","title":"Utility of Transcranial Doppler in Idiopathic Intracranial Hypertension","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Lumbar puncture; Cerebrospinal fluid; Transcranial Doppler; Headaches; Intracranial pressure; Papilledema; Cerebrospinal fluid pressure; Blood pressure; Supine position; Anesthesia; Cardiology; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00531291,0.0003123255,0.0009014808,0.001208699,0.0009644204,0.0001752486,0.001281618,0.0003381342,0.0004952624],"category_scores_gemma":[0.003067071,0.0002099907,0.0003326832,0.001592905,0.008131648,0.0006642309,0.00004089121,0.002577526,0.000002341725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008526445,"about_ca_system_score_gemma":0.005113689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004561628,"about_ca_topic_score_gemma":0.2696475,"domain_scores_codex":[0.9954398,0.0006048589,0.001304775,0.0005040385,0.0009314522,0.001215089],"domain_scores_gemma":[0.9964201,0.0003510352,0.0006635608,0.0001941066,0.0005917828,0.001779443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002993932,0.0001372967,0.9811724,0.00001803151,0.00001029726,0.007515405,0.0003866956,0.0001055101,0.004859595,0.0003414894,0.0001195962,0.005034273],"study_design_scores_gemma":[0.0007935867,0.04200207,0.8742371,0.00007383438,0.0000578255,0.07524341,0.0001320203,0.001536341,0.0005599687,0.004894352,0.0002542728,0.0002152168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922336,0.0003445716,0.00001217749,0.004486661,0.001198606,0.0002103257,0.000009665942,0.00001222109,0.00149216],"genre_scores_gemma":[0.995966,0.0001206096,0.002016717,0.001547677,0.0003311327,9.798393e-7,1.888171e-7,0.00001224029,0.000004513071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2650859,"threshold_uncertainty_score":0.9997236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0366320442608069,"score_gpt":0.2672481684227274,"score_spread":0.2306161241619205,"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."}}