{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001266166,0.0001192435,0.0004132862,0.00004975599,0.0002297574,0.000004378901,0.000540797,0.00006613906,0.00002338936],"category_scores_gemma":[0.0006457449,0.00006510241,0.0005059667,0.0005285981,0.001201975,0.00008774888,0.0001174543,0.000813616,0.000008791511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004216842,"about_ca_system_score_gemma":0.00009459503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001773824,"about_ca_topic_score_gemma":0.00000189662,"domain_scores_codex":[0.9977019,0.001059445,0.0005274416,0.0001003567,0.0003413146,0.0002695455],"domain_scores_gemma":[0.9925274,0.005038779,0.002001776,0.0001735319,0.0001578513,0.0001007095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004052811,0.001373273,0.04050849,0.0002100896,0.003454428,0.0000165438,0.003655866,0.001057,0.3867878,0.0002193726,0.4479039,0.1107604],"study_design_scores_gemma":[0.005967316,0.003636919,0.5165356,0.00006481067,0.001561832,0.00003255529,0.001318035,0.002340289,0.05457491,0.002173984,0.4115512,0.0002425461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829081,0.000187884,0.00003265215,0.01535363,0.001282055,0.0001535741,0.000008973821,0.000008165119,0.00006491781],"genre_scores_gemma":[0.9829558,0.003785865,0.00006022616,0.01283042,0.0002629828,0.000004634514,0.000001543459,0.000009945123,0.00008865906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4760271,"threshold_uncertainty_score":0.4428726,"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."}}