{"id":"W3167327404","doi":"10.1111/hdi.12940","title":"Needle dislodgement in hemodialysis patients: Progress in prevention and early intervention","year":2021,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Intensive care medicine; Intervention (counseling); Nursing; Medical emergency; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001361857,0.000771816,0.001738733,0.003119673,0.0003161408,0.001170041,0.0009313063,0.001243504,0.003521278],"category_scores_gemma":[0.003252858,0.000261911,0.001266517,0.002373202,0.0003905205,0.001170496,0.0006164667,0.001208056,0.0007310117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007265148,"about_ca_system_score_gemma":0.002576306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00260828,"about_ca_topic_score_gemma":0.004377034,"domain_scores_codex":[0.999436,0.0001445169,0.0001522062,0.0000851867,0.0001452704,0.00003677059],"domain_scores_gemma":[0.9979942,0.001380984,0.0002379913,0.00002733124,0.0003066595,0.00005282089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008930155,0.00008978908,0.0004690842,0.1073155,0.0002809297,0.0000894472,0.0001187088,0.0001889423,0.0002046641,0.001659882,0.01107314,0.8784207],"study_design_scores_gemma":[0.00009130971,0.000380206,0.005511472,0.1761169,0.002451379,0.001671083,0.0004779501,0.0002658173,0.0004710351,0.002578721,0.8099243,0.00005982649],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005511452,0.9995497,0.00002763061,0.0001358962,0.00006148134,0.000002590896,0.000008902186,0.000001695503,0.0001568645],"genre_scores_gemma":[0.0004269178,0.999341,0.00007810407,0.00005977845,0.00004255842,0.000003654673,0.00001110741,3.967698e-7,0.0000364858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003521278,"threshold_uncertainty_score":0.01177979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04918970766520994,"score_gpt":0.4023447781187218,"score_spread":0.3531550704535119,"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."}}