{"id":"W2155374346","doi":"10.3171/ped.2007.106.2.120","title":"Intraosseous infusion into the skull: potential application for the management of hydrocephalus","year":2007,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cerebrospinal fluid; Skull; Superior sagittal sinus; Dural venous sinuses; Hydrocephalus; SSS*; Sinus (botany); Surgery; Anesthesia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000302026,0.000503379,0.0002629599,0.0004414357,0.0001907713,0.0004640604,0.0003277049,0.0004894403,0.002863377],"category_scores_gemma":[0.0002906152,0.0001174347,0.0002532858,0.0002602668,0.00071254,0.0005290118,0.0002689868,0.0005571712,0.0003382978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001631691,"about_ca_system_score_gemma":0.0003387188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003358524,"about_ca_topic_score_gemma":0.0004716775,"domain_scores_codex":[0.999946,0.00001397417,0.000004224177,0.0000109487,0.00001187179,0.00001294481],"domain_scores_gemma":[0.9998715,0.00004716387,0.00003188477,0.00001316169,0.0000105383,0.00002576998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.002941571,0.001011492,0.004536815,0.00103522,0.00007465472,0.006065712,0.0002468643,0.001450142,0.568866,0.001943981,0.0008943139,0.4109332],"study_design_scores_gemma":[0.001657265,0.05908488,0.03816101,0.0009355088,0.0009984219,0.0444797,0.0009550447,0.008996863,0.7472671,0.003857239,0.09349224,0.0001146729],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9037656,0.0448757,0.03752585,0.001617834,0.0003945176,0.0002752295,0.000111758,0.0004430174,0.01099049],"genre_scores_gemma":[0.945582,0.02673396,0.02558089,0.0002205993,0.0002803048,0.00008416068,0.00008258373,0.00002693053,0.00140857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002863377,"threshold_uncertainty_score":0.009578943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481969375617302,"score_gpt":0.2665670360138327,"score_spread":0.2517473422576597,"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."}}