{"id":"W2737277573","doi":"10.2215/cjn.13271216","title":"Temporal Trends and Factors Associated with Home Hemodialysis Technique Survival in Canada","year":2017,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Nova Scotia Health Authority; Dalhousie University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Hemodialysis; Home hemodialysis; Demography; Internal medicine; Intensive care medicine; Gerontology","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":[0.0007957811,0.0002262688,0.0003169454,0.001613351,0.001826072,0.00115297,0.001179956,0.0004258018,0.002235358],"category_scores_gemma":[0.003501393,0.0002442994,0.0006537249,0.004794295,0.0007179973,0.0004021892,0.0008556743,0.001184649,0.0001251438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02425264,"about_ca_system_score_gemma":0.03459388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924152,"about_ca_topic_score_gemma":0.9933048,"domain_scores_codex":[0.9989579,0.00006034845,0.00008556883,0.000179604,0.0003229488,0.0003935911],"domain_scores_gemma":[0.9946783,0.000317526,0.001423787,0.0001437539,0.002586696,0.000850067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005104613,0.00001331932,0.9950346,0.00002889412,0.00004794083,0.00004937253,0.0003233102,0.0001343682,0.00006753484,0.0002156388,0.001217944,0.002815949],"study_design_scores_gemma":[0.000004274325,0.00001078457,0.9974627,0.00003688184,0.00002797294,0.00006990371,0.0006454967,0.0004464003,0.00003676192,0.00004902952,0.001200267,0.000009497212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789933,0.003084093,0.0002970153,0.002514601,0.00003677097,0.00003915137,0.01126683,0.00003194687,0.003736266],"genre_scores_gemma":[0.9955146,0.00114022,0.0002036992,0.0001575832,0.00001222882,0.00001303991,0.002480881,0.000008611725,0.0004692248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02425264,"threshold_uncertainty_score":0.175966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04132614041980627,"score_gpt":0.3280052270737037,"score_spread":0.2866790866538974,"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."}}