{"id":"W4397045007","doi":"10.1681/asn.20233411s1184c","title":"The Effects of Negotiation on Discordant Home Hemodialysis Patients","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Hemodialysis; Medicine; Intensive care medicine; Home hemodialysis; Internal medicine; Cardiology","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":[0.001315548,0.0001757645,0.0003214681,0.0004979522,0.001312306,0.001131417,0.0004102757,0.0004241269,0.002169222],"category_scores_gemma":[0.009325758,0.0001577306,0.000453734,0.0005446741,0.0003764814,0.0005040044,0.001036792,0.001102485,0.0001745046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008700503,"about_ca_system_score_gemma":0.0007845004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00249851,"about_ca_topic_score_gemma":0.002438338,"domain_scores_codex":[0.9979389,0.0009341118,0.0002600684,0.0001809384,0.0003582826,0.0003276102],"domain_scores_gemma":[0.9925596,0.001223816,0.004541266,0.0001693771,0.000315614,0.001190516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000281297,0.0002175095,0.9937487,0.00003631971,0.00003800843,0.0004164796,0.0009975613,0.00002994461,0.00008401033,0.00004738131,0.0001677761,0.00393501],"study_design_scores_gemma":[0.00001822813,0.0004310337,0.9927912,0.00006815457,0.00003590422,0.001310775,0.004395078,0.0002056393,0.0001065078,0.00009131211,0.0005310266,0.00001518182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99876,0.000296911,0.00002890488,0.0001078491,0.000007237876,0.00001309708,0.00004861674,8.139792e-7,0.0007366188],"genre_scores_gemma":[0.9997447,0.00008458593,0.000035935,0.00003365013,0.000007251786,0.000006559083,0.00003908967,5.263678e-7,0.00004757401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00249851,"threshold_uncertainty_score":0.007256746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04529284394150909,"score_gpt":0.4069499308309834,"score_spread":0.3616570868894743,"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."}}