{"id":"W4224241068","doi":"10.1111/hdi.13013","title":"Changes in patient activation in people starting dialysis: A prospective longitudinal, observational study","year":2022,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Hemodialysis; Observational study; Nephrology; Prospective cohort study; Internal medicine; Home hemodialysis; Kidney disease; Confidence interval; End stage renal disease; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002668318,0.0002568374,0.0004295044,0.0007387981,0.0007788133,0.001074714,0.0004525105,0.0007215902,0.0009073124],"category_scores_gemma":[0.004249332,0.0004221186,0.0006381603,0.00147992,0.0003404282,0.0008855812,0.0007507757,0.001359529,0.0002648121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004155168,"about_ca_system_score_gemma":0.0006316463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006577973,"about_ca_topic_score_gemma":0.009277752,"domain_scores_codex":[0.9985667,0.000586546,0.0001781768,0.0002378602,0.0002353711,0.0001953645],"domain_scores_gemma":[0.9962279,0.0006214724,0.001890183,0.0002424415,0.0003846032,0.0006333577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006577366,0.00006856652,0.999276,0.000006700895,0.00003495725,0.00001396432,0.0001396368,0.000007332612,0.00003016086,0.000005121039,0.00004150184,0.0003104024],"study_design_scores_gemma":[0.00001263858,0.0002076882,0.9990265,0.00001017411,0.00002857565,0.00006787242,0.0004431908,0.00006158052,0.00001885254,0.00001216848,0.0001068414,0.000003978598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991598,0.000117863,0.00006363898,0.00003983645,0.000004030205,0.00002116737,0.0004078208,0.000001897495,0.000183873],"genre_scores_gemma":[0.9990494,0.00009476052,0.0001228362,0.00006133798,0.000007988495,0.00004362825,0.0005319522,0.000001162146,0.00008694288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006577973,"threshold_uncertainty_score":0.01411158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04672543126791109,"score_gpt":0.3021423602861977,"score_spread":0.2554169290182867,"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."}}