{"id":"W2992831106","doi":"10.1177/0308022619881955","title":"Development of an energy management education program (“the PEP program”) for adults with end-stage renal disease","year":2019,"lang":"en","type":"article","venue":"British Journal of Occupational Therapy","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"End stage renal disease; Usability; Population; Medicine; Medical education; Psychology; Disease management; Intervention (counseling); Disease; Nursing; Health management system; Knowledge management; Computer science; Alternative medicine; Pathology; Environmental health","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":[0.0002747571,0.0001093882,0.0001147057,0.00003366268,0.0001184089,0.00004744956,0.00023954,0.00002677242,0.0006283342],"category_scores_gemma":[0.000004563757,0.00008403174,0.00006373663,0.0001053151,0.00008550813,0.0003386067,0.00002385948,0.00006114211,0.000003838487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009025547,"about_ca_system_score_gemma":0.0001036214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003322303,"about_ca_topic_score_gemma":0.00007202872,"domain_scores_codex":[0.998776,0.00004258429,0.0003253483,0.0001541344,0.0005309445,0.0001710548],"domain_scores_gemma":[0.9993514,0.00002133731,0.0003253457,0.0001265926,0.00003296546,0.0001423775],"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":[0.00176315,0.001667851,0.00751394,0.00001704775,0.00006865364,0.000007799704,0.0001933523,0.005217697,0.0001459722,0.0002313617,0.0002480742,0.9829251],"study_design_scores_gemma":[0.001554554,0.0008031476,0.8119971,0.0001605253,0.00001498984,0.00005257734,0.000160638,0.0001865797,0.0005953781,0.0001260082,0.1841944,0.0001541169],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979901,0.0001739146,0.0006524302,0.00005066055,0.00007630598,0.0006907082,0.00001211182,0.000009898669,0.0003438847],"genre_scores_gemma":[0.9330565,0.0002152635,0.06540738,0.0002006213,0.00006170383,0.0002295766,0.00009759731,0.00001633073,0.0007150033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.982771,"threshold_uncertainty_score":0.6879819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618477863295289,"score_gpt":0.2817086274333125,"score_spread":0.2655238488003597,"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."}}