{"id":"W2092611874","doi":"10.1097/00002480-200101000-00020","title":"Resource Utilization for Peritoneal Catheter Placement","year":2001,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Catheter; Peritoneal dialysis; Elective surgery; Resource use; Complication; Surgery; Dialysis; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007884672,0.00015877,0.0001913351,0.00248472,0.000316032,0.0006062522,0.0004105054,0.0001630242,0.00203083],"category_scores_gemma":[0.005786133,0.0001061951,0.0003673554,0.002295262,0.0001494263,0.000400503,0.0004951226,0.000366728,0.0002069341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001981856,"about_ca_system_score_gemma":0.001308072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04428544,"about_ca_topic_score_gemma":0.06968515,"domain_scores_codex":[0.9987515,0.0002816574,0.0002365376,0.0001342811,0.0003713144,0.0002246344],"domain_scores_gemma":[0.9956272,0.001003401,0.002127305,0.0001024525,0.0006790438,0.0004605423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000543591,0.00001560071,0.993039,0.00003815926,0.00004574166,0.0001417417,0.0000847168,0.0002479673,0.00004660982,0.00010191,0.0009101211,0.00527415],"study_design_scores_gemma":[0.000002609431,0.00004070242,0.9973717,0.00002343401,0.00001427094,0.0003653703,0.0001845655,0.000391805,0.00005476101,0.00003027419,0.001515479,0.000005041403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833898,0.001422439,0.0002214867,0.00025104,0.00001634955,0.00003889016,0.01159947,0.00001816321,0.003042418],"genre_scores_gemma":[0.9924605,0.000453304,0.0002448021,0.0000586556,0.00001889507,0.00003503541,0.006434659,0.000005306584,0.0002887543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04428544,"threshold_uncertainty_score":0.08805537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04438730918274188,"score_gpt":0.3149254805164743,"score_spread":0.2705381713337325,"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."}}