{"id":"W1979330177","doi":"10.1007/s00381-006-0232-2","title":"Transient ventriculoperitoneal shunt malfunction after chronic constipation: case report and review of literature","year":2006,"lang":"en","type":"review","venue":"Child s Nervous System","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Shunt (medical); Chronic constipation; Neurosurgery; Transient (computer programming); Surgery; Hydrocephalus; Constipation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000421217,0.000563633,0.002134615,0.0001989079,0.0001891334,0.00009024417,0.0001702905,0.0003211609,0.00003797187],"category_scores_gemma":[0.0001123754,0.000420519,0.0006374952,0.0006833585,0.0001190022,0.0001231043,0.00006714268,0.0004649919,0.00002320658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856699,"about_ca_system_score_gemma":0.0002619451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003506237,"about_ca_topic_score_gemma":0.00001334753,"domain_scores_codex":[0.9958071,0.0003183838,0.002175988,0.0009282826,0.0004361942,0.0003341155],"domain_scores_gemma":[0.9975632,0.00006829204,0.001474951,0.0006448725,0.0001059766,0.0001427432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001301039,0.00007884467,0.000002429461,0.7228588,0.00003711951,0.1089045,0.00004350761,0.000001798614,0.000004366295,0.0002765973,0.001273453,0.1665056],"study_design_scores_gemma":[0.000100498,0.00007094473,0.000005687875,0.1984842,0.0004614089,0.3243406,0.00000164475,0.000007297591,0.000007500771,2.122708e-7,0.4762915,0.0002285546],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001177264,0.993793,0.00002598761,0.00004184684,0.0009536123,0.001955911,0.0002729713,0.00008912754,0.002749811],"genre_scores_gemma":[0.006220086,0.9920843,0.000008263132,0.00008097671,0.000793667,0.000276232,0.0001723804,0.00005685603,0.0003072112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5243746,"threshold_uncertainty_score":0.9998246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588273109885702,"score_gpt":0.2689389148728827,"score_spread":0.2530561837740257,"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."}}