{"id":"W3047686653","doi":"10.1111/hdi.12856","title":"The need for outpatient back‐up for home hemodialysis patients: Implications for resource utilization","year":2020,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hemodialysis; Home hemodialysis; Retrospective cohort study; Cohort; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001063515,0.0001226353,0.000158838,0.0005279663,0.0005757205,0.001155046,0.0004825177,0.0002801028,0.003088363],"category_scores_gemma":[0.005048891,0.0001139336,0.000268895,0.0009776745,0.0003812394,0.0006921914,0.0009030294,0.0006644543,0.000190256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007561662,"about_ca_system_score_gemma":0.001183166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004509705,"about_ca_topic_score_gemma":0.004956972,"domain_scores_codex":[0.9989306,0.0003263366,0.0001768371,0.000137947,0.0001979605,0.0002302698],"domain_scores_gemma":[0.9932351,0.00137803,0.004116594,0.0001249277,0.0003147653,0.0008306354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003553976,0.00006649934,0.9929972,0.00003304708,0.00001555038,0.000135738,0.0001974357,0.00005746878,0.0001038504,0.00007214444,0.0003097139,0.005975819],"study_design_scores_gemma":[0.000003155776,0.0000642705,0.9979411,0.00004346587,0.000009293332,0.0004207797,0.0009145215,0.0001820495,0.0000509884,0.00005861442,0.000307605,0.000004261909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978453,0.0002468781,0.0001621358,0.0006521182,0.000009346423,0.00001559079,0.0003440924,0.000004677312,0.0007197703],"genre_scores_gemma":[0.9994042,0.0001491685,0.0001440671,0.0000830481,0.00001821257,0.00001103438,0.0001356341,0.000001706741,0.00005290571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004509705,"threshold_uncertainty_score":0.01033157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04589890659085975,"score_gpt":0.3002841889182556,"score_spread":0.2543852823273958,"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."}}