{"id":"W2050497641","doi":"10.1159/000120526","title":"Effect of Subcutaneous Implantation of Anti-Siphon Devices on CSF Shunt Function","year":2008,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Shunt (medical); Siphon (mollusc); Cerebrospinal fluid; Surgery; Internal medicine; Anatomy","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":[0.0004290892,0.000664663,0.000430703,0.0003704445,0.000124557,0.0003966402,0.0002610357,0.0003255367,0.001415453],"category_scores_gemma":[0.001124836,0.0002440042,0.0003939714,0.000153632,0.0007090516,0.0004108501,0.0003293093,0.0006104448,0.0001604196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001469328,"about_ca_system_score_gemma":0.000175559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002231956,"about_ca_topic_score_gemma":0.0002640769,"domain_scores_codex":[0.9994693,0.0001471995,0.00005017094,0.00007758039,0.000115568,0.0001401377],"domain_scores_gemma":[0.9981799,0.0008205006,0.000511999,0.0001365863,0.00009503811,0.0002558805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004200951,0.0008913093,0.001808624,0.0001758764,0.0000456434,0.0003019948,0.0001006074,0.0002352921,0.9837477,0.00003913241,0.0000712308,0.008381678],"study_design_scores_gemma":[0.0001341134,0.0453051,0.0141407,0.00002425796,0.00009197162,0.0004305771,0.0001519156,0.0008538901,0.9382346,0.00003493829,0.0005806591,0.00001725229],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987914,0.0004239391,0.0004308448,0.00002058221,0.00004603507,0.0000140114,0.00003812018,0.00003441783,0.0002006394],"genre_scores_gemma":[0.9977669,0.0003639362,0.001232203,0.0000359334,0.0000384754,0.00002722565,0.00008846874,0.00001713433,0.000429889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001415453,"threshold_uncertainty_score":0.004735172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009753908537215967,"score_gpt":0.2169882092778804,"score_spread":0.2072343007406644,"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."}}