{"id":"W4288064007","doi":"10.1177/20543581221113383","title":"Dialysis Patients’ Preferences on Resuscitation: A Cross-Sectional Study Design","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Cross-sectional study; Resuscitation; Dialysis; Intensive care medicine; Emergency medicine; Hemodialysis; Internal medicine; Pathology","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":[0.003749878,0.0003171458,0.0004145977,0.0007338123,0.0006701908,0.0006893747,0.0002368935,0.0006604569,0.002697204],"category_scores_gemma":[0.004493589,0.0005145626,0.0007075348,0.000596083,0.0003875635,0.000718296,0.0006858697,0.0009557943,0.0003984954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000344016,"about_ca_system_score_gemma":0.0004051887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009868349,"about_ca_topic_score_gemma":0.001355509,"domain_scores_codex":[0.9984338,0.0008189915,0.0001844059,0.0001930966,0.0002056406,0.000164071],"domain_scores_gemma":[0.996159,0.001403856,0.001209578,0.0002540488,0.000419647,0.0005538595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007998463,0.001384662,0.9946439,0.00003637226,0.0001211264,0.00007311688,0.0009360492,0.00004526818,0.0002024407,0.00004062607,0.0001277165,0.001588829],"study_design_scores_gemma":[0.0002237872,0.008137172,0.9858819,0.00003301138,0.0001359272,0.0004412234,0.00341585,0.0006131522,0.0002648834,0.00008138765,0.0007467882,0.0000248132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994395,0.00004756234,0.0001097307,0.00001807394,0.000004449039,0.00009029079,0.0001116599,9.575001e-7,0.00017778],"genre_scores_gemma":[0.9989501,0.00004722198,0.0003258277,0.00009770738,0.00001022709,0.000216293,0.0001849135,8.198969e-7,0.000166992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003749878,"threshold_uncertainty_score":0.01983148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04267800718915446,"score_gpt":0.3081261239911295,"score_spread":0.2654481168019751,"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."}}