{"id":"W2983065936","doi":"10.1177/2150135119870176","title":"Ultrafiltration in Pediatric Cardiac Surgery Review","year":2019,"lang":"en","type":"review","venue":"World Journal for Pediatric and Congenital Heart Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Ultrafiltration (renal); Cardiopulmonary bypass; Cardiac surgery; Intensive care medicine; Mechanical ventilation; 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":[0.002231675,0.0008095896,0.00307027,0.005102274,0.0003063672,0.00150402,0.001259572,0.0009284472,0.00444393],"category_scores_gemma":[0.007848504,0.0003951519,0.003028195,0.006096033,0.0004277044,0.001293218,0.0007265135,0.0008401213,0.0004560917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091694,"about_ca_system_score_gemma":0.003691025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002445673,"about_ca_topic_score_gemma":0.003121691,"domain_scores_codex":[0.998704,0.0002881842,0.0005129126,0.0001491631,0.0002857011,0.000060123],"domain_scores_gemma":[0.993922,0.004367351,0.001011395,0.00007177887,0.0005531488,0.00007431348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002652271,0.00004264995,0.0007762471,0.663729,0.002317023,0.0002241855,0.0001220356,0.0002243282,0.0002859804,0.0007104705,0.009325721,0.3219771],"study_design_scores_gemma":[0.000246725,0.00061996,0.008660668,0.6440426,0.02868747,0.003285351,0.000287618,0.0002180259,0.0006957286,0.001425295,0.3117581,0.00007241412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001515102,0.9994732,0.00003184919,0.00006882083,0.00005445983,0.00001130595,0.00004686951,0.00000288256,0.0001591169],"genre_scores_gemma":[0.001413845,0.9982121,0.0001070428,0.00009892014,0.00006939739,0.00001720352,0.00004501096,0.000001206508,0.00003527699],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005102274,"threshold_uncertainty_score":0.01486647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0545297068818117,"score_gpt":0.332578878183945,"score_spread":0.2780491713021334,"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."}}