{"id":"W1969237329","doi":"10.3171/jns.2000.92.6.0915","title":"Imaging correlates of successful endoscopic third ventriculostomy","year":2000,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Endoscopic third ventriculostomy; Confidence interval; Hydrocephalus; Cerebral Ventriculography; Ventriculostomy; Cerebrospinal fluid; Surgery; Intraventricular hemorrhage; 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":[0.0002491877,0.0001595411,0.0004049254,0.0003349727,0.00008925389,0.00005405665,0.0003289583,0.00003804591,0.0006692871],"category_scores_gemma":[0.0004560702,0.0001323461,0.0002902135,0.0005841216,0.0001175925,0.0004521087,0.00003441486,0.0003441662,0.00005545083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002431267,"about_ca_system_score_gemma":0.00008714776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005999646,"about_ca_topic_score_gemma":2.013699e-7,"domain_scores_codex":[0.9980527,0.0001266624,0.0007992663,0.000195859,0.0005294152,0.0002960926],"domain_scores_gemma":[0.9985982,0.0005091043,0.0004879729,0.0001789348,0.00008391443,0.0001418467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003367238,0.0004454154,0.3502007,0.00007720089,0.00001366368,0.002168771,0.0001560483,0.0004828335,0.6226584,0.0001675474,0.005764992,0.01752763],"study_design_scores_gemma":[0.002199452,0.0006843868,0.2488553,0.0005441403,0.0001347821,0.005376832,0.00004794193,0.001361849,0.7048321,0.001085871,0.03435759,0.0005197387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950526,0.0005267223,0.00001219877,0.0003439563,0.001132515,0.00006175479,0.00000536171,0.00001960755,0.002845331],"genre_scores_gemma":[0.9979737,0.0007532457,0.00001496049,0.0005791348,0.0002173408,7.300283e-7,2.150876e-7,0.0000198627,0.0004408478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1013454,"threshold_uncertainty_score":0.7328225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444917176297071,"score_gpt":0.2494541379766381,"score_spread":0.2350049662136674,"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."}}