{"id":"W1579141801","doi":"10.1111/sdi.12079","title":"Improving the Uptake of Independent Dialysis using the Humanbecoming Theoretical Approach","year":2013,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Medicine; Health care; Quality of life (healthcare); Kidney disease; Population; Dialysis; Nursing; Quality (philosophy); Intensive care medicine; Psychiatry; Economic growth; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009465194,0.0001805489,0.0005807126,0.0001910231,0.0000922659,0.00002363478,0.0003283909,0.0001172778,0.0002575059],"category_scores_gemma":[0.0009001705,0.0000990383,0.0003188931,0.0006606284,0.0005114853,0.00007746402,0.0001685874,0.000300204,0.000004123779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008955502,"about_ca_system_score_gemma":0.00006370756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049901,"about_ca_topic_score_gemma":0.00005305167,"domain_scores_codex":[0.9981852,0.0001690842,0.0006245611,0.0002676745,0.0004663456,0.0002871704],"domain_scores_gemma":[0.9983333,0.0005633017,0.000261081,0.0006306267,0.0001532509,0.00005841165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003153866,0.001113045,0.5565634,0.0006853731,0.002244675,0.0000325908,0.08577809,0.002352666,0.1453708,0.01183315,0.0007309731,0.1929799],"study_design_scores_gemma":[0.007398706,0.0007788633,0.09285861,0.00509537,0.01127271,0.0000778055,0.2509485,0.3335525,0.2782586,0.01533886,0.002497438,0.001922025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923699,0.002209144,0.001912749,0.000341547,0.00007017396,0.0003900307,0.000003847992,0.00001176357,0.002690878],"genre_scores_gemma":[0.9944815,0.0002328699,0.004877574,0.0001200565,0.0001282796,0.00004639461,0.000008891698,0.00002099714,0.00008342623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4637048,"threshold_uncertainty_score":0.4038665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06066853311622627,"score_gpt":0.3529301058340242,"score_spread":0.292261572717798,"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."}}