{"id":"W2308276172","doi":"10.1186/s40697-016-0105-x","title":"Comparative Effectiveness of Home Dialysis Therapies: A Matched Cohort Study","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Humber River Regional Hospital; St. Michael's Hospital; Western University","funders":"Baxter Healthcare Corporation","keywords":"Medicine; Intensive care medicine; Cohort; Dialysis; Home dialysis; Cohort study; Internal medicine; Emergency 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":[0.006908937,0.0003679245,0.0007637233,0.00104382,0.000360978,0.0008302266,0.0007338949,0.0007043768,0.001887498],"category_scores_gemma":[0.01425552,0.0002983265,0.001666566,0.001138061,0.0003228232,0.0008290582,0.0006594493,0.0005818523,0.0002247388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003768307,"about_ca_system_score_gemma":0.0004421531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001624928,"about_ca_topic_score_gemma":0.001160664,"domain_scores_codex":[0.9943544,0.00335231,0.0004561348,0.0008647161,0.000651781,0.0003206963],"domain_scores_gemma":[0.9902765,0.003759916,0.003345341,0.001539043,0.0004491337,0.0006300972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01595869,0.000852629,0.9678753,0.0001079748,0.006059691,0.000159828,0.0001432157,0.0003622552,0.0003437389,0.0002915266,0.0004124969,0.007432767],"study_design_scores_gemma":[0.003482732,0.007877469,0.9793134,0.00006715583,0.003101317,0.0005404995,0.0003665289,0.003231386,0.0003043773,0.0005672391,0.001106014,0.00004177307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976835,0.0007477054,0.000425653,0.0000425094,0.00003068171,0.0001024388,0.0005876521,0.000003631255,0.0003761672],"genre_scores_gemma":[0.9986513,0.0002176976,0.0002358049,0.00005812916,0.00003084635,0.00006161201,0.0006693361,0.000002053792,0.00007323155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006908937,"threshold_uncertainty_score":0.03653842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673351526203806,"score_gpt":0.2953039854319899,"score_spread":0.2785704701699518,"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."}}