{"id":"W2068613455","doi":"10.1016/s0016-5107(04)00004-5","title":"Percutaneous gastrostomy in patients with a ventriculoperitoneal shunt: case series and review","year":2004,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Shunt (medical); Percutaneous; Gastrostomy; Percutaneous endoscopic gastrostomy; Surgery; General surgery","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":[0.00009570739,0.0002798605,0.0003234514,0.00009525789,0.000153092,0.00005960401,0.0001401289,0.00001992144,0.00005893549],"category_scores_gemma":[0.0004122087,0.0002293374,0.00004046103,0.0003601159,0.0002209613,0.0002809512,0.0000874855,0.0002614183,0.00003600144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277712,"about_ca_system_score_gemma":0.000087607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001292237,"about_ca_topic_score_gemma":0.00008754311,"domain_scores_codex":[0.9982769,0.00006730573,0.0002985076,0.000530394,0.0003054536,0.0005213954],"domain_scores_gemma":[0.9993829,0.00006661636,0.00008392351,0.0002093339,0.00005197472,0.0002052914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.008440702,0.002604628,0.5490787,0.003349413,0.00001784247,0.2419377,0.0008113293,0.0007285937,0.1863411,0.002831136,0.0002852459,0.003573659],"study_design_scores_gemma":[0.003525615,0.005708219,0.017696,0.005201616,0.00004518266,0.9649277,0.00007007131,0.00002467164,0.002002075,0.0001045484,0.0002228926,0.0004714493],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980748,0.0003751685,0.0001278857,0.0003854231,0.00004106487,0.0005240013,0.00003237454,0.00007156768,0.0003676604],"genre_scores_gemma":[0.9882594,0.0001772149,0.01084165,0.0005920639,0.00003627905,0.00001918269,0.00000622831,0.00003038667,0.00003756486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.72299,"threshold_uncertainty_score":0.9352107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009180096022294523,"score_gpt":0.2318101287723232,"score_spread":0.2226300327500287,"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."}}