{"id":"W2345865966","doi":"","title":"Nosocomial Cerebrospinal fluid (CSF) Shunt Infection Rates (IR) May Be Higher in Canadian Children: Canadian Nosocomial Infection Surveillance Program (CNISP)","year":2005,"lang":"en","type":"article","venue":"43rd Annual Meeting","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cerebrospinal fluid; Medicine; Intensive care medicine; Shunt (medical); Pediatrics; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008927674,0.0005620541,0.0004440338,0.001322994,0.00168599,0.001085,0.001282423,0.0008537251,0.002768222],"category_scores_gemma":[0.003701574,0.0003352779,0.0008193397,0.003485449,0.0003980106,0.0005064918,0.0005349409,0.001093855,0.0002279818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02024462,"about_ca_system_score_gemma":0.04111494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9916227,"about_ca_topic_score_gemma":0.9960563,"domain_scores_codex":[0.9985282,0.0000798629,0.0000941005,0.00009727915,0.0005784471,0.0006219506],"domain_scores_gemma":[0.9964985,0.0001451587,0.000792336,0.0000371883,0.001960871,0.0005659465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003294395,0.00002207456,0.9874535,0.00008285428,0.00003178876,0.0001093063,0.000372396,0.0001399586,0.0001569321,0.000117374,0.004059459,0.007421359],"study_design_scores_gemma":[0.000003466877,0.00001739402,0.9976318,0.00005007096,0.00002568574,0.0001050584,0.0006966508,0.0001863608,0.0001304099,0.00001738684,0.001128408,0.000007293579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688352,0.003588233,0.000633753,0.004919416,0.0001251178,0.00009959922,0.01053197,0.0001194056,0.01114742],"genre_scores_gemma":[0.9929566,0.00183657,0.00101442,0.000781208,0.0000298963,0.00002776675,0.001937153,0.00001968328,0.001396652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02024462,"threshold_uncertainty_score":0.1468856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566580213576074,"score_gpt":0.2775935611838267,"score_spread":0.261927759048066,"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."}}