{"id":"W1627948433","doi":"10.1111/j.1542-4758.2010.00473.x","title":"Patient perceptions of remote monitoring for nocturnal home hemodialysis","year":2010,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hemodialysis; Home hemodialysis; Nocturnal; Intensive care medicine; Medical emergency; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002576279,0.0001782481,0.000409227,0.0004897343,0.00009143439,0.00004435834,0.0001910416,0.00009346205,0.000854687],"category_scores_gemma":[0.0002122384,0.0001517634,0.0007856027,0.0002525513,0.00008180198,0.00009885914,0.00008678772,0.0001810834,0.00003313129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007567808,"about_ca_system_score_gemma":0.00006069325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000039967,"about_ca_topic_score_gemma":0.00001180624,"domain_scores_codex":[0.9982107,0.00002184674,0.000551586,0.000339804,0.0006656631,0.0002104198],"domain_scores_gemma":[0.9987095,0.00008011013,0.0002297781,0.0003809102,0.0004159577,0.0001837506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009943495,0.001662303,0.09001129,0.0001697137,0.004321956,0.00004119586,0.001447262,0.0006197983,0.2778592,0.001916229,0.002924511,0.6180322],"study_design_scores_gemma":[0.01498897,0.000959728,0.6737532,0.0005807632,0.01020891,0.0001494832,0.002267779,0.08507102,0.108901,0.009441244,0.09175391,0.001923986],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976464,0.00002716742,0.01572325,0.0009692135,0.001499673,0.0003299419,0.00007801931,0.00003923955,0.004869534],"genre_scores_gemma":[0.9639352,0.00004523223,0.03393492,0.0001358642,0.001035509,0.00003718488,0.0001953009,0.00002407823,0.0006567161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6161082,"threshold_uncertainty_score":0.9358223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361556653741294,"score_gpt":0.2868587795700321,"score_spread":0.2732432130326192,"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."}}