{"id":"W2144323078","doi":"10.1111/j.1442-2034.2001.95-18.x","title":"DO WE STILL NEED TO PERFORM BURR HOLE FOR EXTERNAL VENTRICULOSTOMY? TWIST DRILL CRANIOSTOMY AS A SPEEDY AND SAFE APPROACH","year":2001,"lang":"en","type":"article","venue":"Annals of the College of Surgeons Hong Kong","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Drill; Medicine; Craniotomy; Ventriculostomy; Intracranial pressure; Surgery; Trephine; Engineering; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009750898,0.0004259432,0.0005523668,0.0007676105,0.0008900563,0.0007756929,0.0008733153,0.003159264,0.008019368],"category_scores_gemma":[0.005624958,0.0003699469,0.0007666401,0.0006943416,0.001125476,0.004692242,0.0004200223,0.001424672,0.002783903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003100454,"about_ca_system_score_gemma":0.001368919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001393944,"about_ca_topic_score_gemma":0.004349327,"domain_scores_codex":[0.9995764,0.00005412567,0.00004719404,0.00006555412,0.00006787624,0.0001888354],"domain_scores_gemma":[0.9972211,0.0007758129,0.0007258235,0.0001790576,0.0003280293,0.000770194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001463927,0.0005861118,0.4479379,0.001042293,0.0002682607,0.1327635,0.001329965,0.001311189,0.01277238,0.002873015,0.03894873,0.3587027],"study_design_scores_gemma":[0.0003434182,0.001739094,0.2137748,0.0008487892,0.0001968031,0.7121104,0.008748471,0.003182814,0.004132209,0.01121129,0.04343244,0.0002794235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8568444,0.02590032,0.01264563,0.07932915,0.004321252,0.0001621724,0.0003528523,0.0005028361,0.01994134],"genre_scores_gemma":[0.9549018,0.01335182,0.01063199,0.01129713,0.005108306,0.00004620611,0.0002760029,0.0001156053,0.004271299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008019368,"threshold_uncertainty_score":0.02682745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0512311770081146,"score_gpt":0.2986263755838757,"score_spread":0.2473951985757611,"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."}}