{"id":"W2517531532","doi":"10.1111/hdi.12474","title":"Air contamination during hemodialysis should be minimized","year":2016,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Air embolism; Extracorporeal; Arterial line; Thrombosis; Lung; Surgery; Radiology; Intensive care medicine; Internal medicine; Complication","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":[0.001069059,0.0003795519,0.0007098558,0.0008518301,0.0004223661,0.001115079,0.0005614584,0.001414054,0.003865359],"category_scores_gemma":[0.002858202,0.0001407675,0.0004731678,0.0006784989,0.0005097049,0.001176629,0.0005647089,0.001004689,0.001654919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003720352,"about_ca_system_score_gemma":0.002042173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849393,"about_ca_topic_score_gemma":0.002062569,"domain_scores_codex":[0.9991885,0.0002473062,0.0001395945,0.00008805579,0.000276969,0.00005961148],"domain_scores_gemma":[0.9985201,0.0007507581,0.0002233719,0.00005713515,0.0003959996,0.00005259351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006618656,0.000082361,0.001877574,0.02384274,0.0001100145,0.0006243389,0.0004065951,0.0001260506,0.002768492,0.003195404,0.02323965,0.9436606],"study_design_scores_gemma":[0.00001466161,0.0001239586,0.007008901,0.009969183,0.0001662459,0.00526789,0.0006381363,0.000065443,0.002577228,0.00233353,0.971808,0.00002683814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001483549,0.9881264,0.00108053,0.002721517,0.0007827625,0.00002006643,0.00005678342,0.00003811579,0.005690272],"genre_scores_gemma":[0.01881286,0.973698,0.001900977,0.00175055,0.0007540064,0.0000415865,0.0001140767,0.00001072764,0.002917252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003865359,"threshold_uncertainty_score":0.01293093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0979389107455552,"score_gpt":0.4122526778091167,"score_spread":0.3143137670635615,"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."}}