{"id":"W3117930873","doi":"10.1681/asn.20203110s1413b","title":"Identifying Barriers to Implementing an Assisted Home Hemodialysis Program in Canada","year":2020,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seven Oaks General Hospital; Winnipeg Regional Health Authority; University of Manitoba","funders":"","keywords":"Medicine; Peritoneal dialysis; Home hemodialysis; Nursing; Focus group; Home dialysis; Mental health; Family medicine; Psychiatry","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":[0.003375645,0.0001863913,0.0002588145,0.0006692108,0.0126237,0.003234971,0.002072297,0.0007994556,0.002452439],"category_scores_gemma":[0.01048174,0.0003295741,0.0002824347,0.001541305,0.001988962,0.000902337,0.002714416,0.001556065,0.0001088664],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1128877,"about_ca_system_score_gemma":0.3552876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906086,"about_ca_topic_score_gemma":0.9956447,"domain_scores_codex":[0.9947779,0.0007518811,0.0001861862,0.0002371243,0.00159133,0.00245563],"domain_scores_gemma":[0.9791764,0.002808106,0.001121411,0.0001925146,0.007237755,0.009463885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003453625,0.001069845,0.5610653,0.001407997,0.00009672181,0.003403305,0.25247,0.001880859,0.005230693,0.00949919,0.02210973,0.1414211],"study_design_scores_gemma":[0.0000488988,0.0003337082,0.5391026,0.0008461716,0.00005242585,0.0003310671,0.3924528,0.003165237,0.00125023,0.0005403535,0.06176312,0.0001133001],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751626,0.0005748673,0.0005811939,0.0113371,0.00005834622,0.0004212177,0.0003297906,0.0000377819,0.01149704],"genre_scores_gemma":[0.993891,0.000650076,0.001387597,0.001639327,0.000006975201,0.00009335137,0.0001069595,0.00001270799,0.002212047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8871123,"threshold_uncertainty_score":0.8190616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373039613250707,"score_gpt":0.3017737473382039,"score_spread":0.2780433512056969,"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."}}