{"id":"W3041794296","doi":"10.1177/1043454220938349","title":"Effect of a Nurse-Led Protocol on Time to Treatment of Partial Occlusions in Central Venous Access Devices in Pediatric Oncology","year":2020,"lang":"en","type":"article","venue":"Journal of Pediatric Oncology Nursing","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Alberta Health Services","funders":"Alberta Health Services","keywords":"Medicine; Cohort; Venous access; Prospective cohort study; Retrospective cohort study; Pediatric oncology; Complication; Occlusion; Protocol (science); Cancer; Surgery; Internal medicine; Catheter","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001097988,0.0002730034,0.001701585,0.0009273319,0.0001439232,0.000006021411,0.0003741982,0.0004329804,0.0003153244],"category_scores_gemma":[0.000402552,0.000211833,0.000318247,0.001223958,0.00005402083,0.0001352931,0.00004915797,0.0006958783,0.00003946465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002750402,"about_ca_system_score_gemma":0.002407007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007541581,"about_ca_topic_score_gemma":0.0000882524,"domain_scores_codex":[0.9946161,0.001992,0.001947114,0.000297483,0.000355571,0.0007917622],"domain_scores_gemma":[0.9955347,0.001890162,0.001813502,0.0001626443,0.0001587305,0.0004402516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02532684,0.01539378,0.7881778,0.001008039,0.000127979,0.0007006013,0.05684756,0.003312489,0.00076757,0.00001324078,0.003248297,0.1050757],"study_design_scores_gemma":[0.07050907,0.2904489,0.6049973,0.001162739,0.004676098,0.00008066866,0.003336916,0.002407313,0.001721774,0.0001158871,0.0194108,0.001132559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769239,0.0001229255,0.00002159708,0.003661593,0.0005709833,0.01759557,0.00001557882,0.00001138957,0.00107642],"genre_scores_gemma":[0.9949079,0.0001230617,0.0002741768,0.0002698813,0.002688781,0.001681708,0.000003725491,0.00003252595,0.00001825298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2750551,"threshold_uncertainty_score":0.8638298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04214969836472656,"score_gpt":0.4508989550013147,"score_spread":0.4087492566365881,"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."}}