{"id":"W4317721975","doi":"10.1503/cmaj.221027","title":"Normal pressure hydrocephalus treated with ventriculoperitoneal shunt","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Hydrocephalus; Medicine; Shunt (medical); Normal pressure hydrocephalus; Meningioma; Pons; Cognitive impairment; Surgery; Cerebral Ventriculography; Pediatrics; Cognition; Dementia; Internal medicine; Psychiatry; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000163628,0.001031022,0.0008748219,0.001228043,0.001751485,0.0004791862,0.0009763612,0.002436262,0.00182521],"category_scores_gemma":[0.001071978,0.000190676,0.001095781,0.0007529469,0.0009388098,0.001033695,0.0006580477,0.002670247,0.0004282466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046719,"about_ca_system_score_gemma":0.001677587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797911,"about_ca_topic_score_gemma":0.003164345,"domain_scores_codex":[0.9997724,0.00001997082,0.000027234,0.00005020673,0.00005512364,0.00007503889],"domain_scores_gemma":[0.9996361,0.00006615475,0.00004405368,0.00002782,0.00002724956,0.0001985188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001827605,0.0001822476,0.006322629,0.00008739851,0.00004123762,0.9775279,0.00006593387,0.0002549388,0.0009971738,0.00067569,0.00215745,0.01150456],"study_design_scores_gemma":[0.0002068151,0.0005549091,0.01417013,0.0001095009,0.00004634193,0.9734401,0.0001221158,0.00107516,0.001234532,0.003750616,0.005247524,0.00004227872],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8439035,0.02092821,0.008133467,0.03103222,0.007465419,0.0007383776,0.001195098,0.001114314,0.08548944],"genre_scores_gemma":[0.986365,0.002386491,0.001659414,0.003757008,0.001945035,0.00006028205,0.000390613,0.00003719774,0.003398891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002436262,"threshold_uncertainty_score":0.007594526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00903317860722723,"score_gpt":0.2265432756458678,"score_spread":0.2175100970386405,"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."}}