{"id":"W1583368170","doi":"10.1111/j.1525-139x.2011.01004.x","title":"Home Hemodialysis in the Remote Canadian North: Treatment in Manitoba Fly‐in Communities","year":2011,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Seven Oaks General Hospital; Health Sciences Centre","funders":"","keywords":"Medicine; Hemodialysis; Gerontology; Intensive care medicine; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007612834,0.0003033822,0.0007641525,0.002246742,0.00006577431,0.00003733875,0.0004035186,0.0001136465,0.0002347315],"category_scores_gemma":[0.00005987867,0.0002221841,0.0002867791,0.002244682,0.0001117638,0.00008612196,0.00007273168,0.0002739595,0.00004691623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137916,"about_ca_system_score_gemma":0.0001641931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7913311,"about_ca_topic_score_gemma":0.9921477,"domain_scores_codex":[0.9976069,0.0004613956,0.0006438826,0.0003343568,0.0003476555,0.0006057736],"domain_scores_gemma":[0.9986327,0.0001533595,0.00008766686,0.0009163507,0.00003075312,0.0001791452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001386934,0.0008543548,0.9147248,0.00004156164,0.0001642567,0.001643457,0.0281462,0.0003403744,0.000005233753,0.00004483419,0.0001675849,0.05372863],"study_design_scores_gemma":[0.001935144,0.0001487099,0.9661969,0.0003322366,0.0004767912,0.000004605227,0.02752297,0.001301308,0.00003242566,0.0003759781,0.001379529,0.000293404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981071,0.000799094,0.000002472018,0.0008049267,0.00007672304,0.0006438373,0.00002189141,0.00001240053,0.01656767],"genre_scores_gemma":[0.9967139,0.001817999,0.0001930633,0.00063502,0.00005220071,0.0001202701,0.0001916467,0.00002501394,0.0002509302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2008166,"threshold_uncertainty_score":0.9060403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03843754153954188,"score_gpt":0.2482202766796156,"score_spread":0.2097827351400737,"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."}}