{"id":"W2770869357","doi":"10.1177/2158244017742952","title":"Instrument Refinement: The Patient’s Perception of Life on Hemodialysis Scale","year":2017,"lang":"en","type":"article","venue":"SAGE Open","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Memorial University of Newfoundland","funders":"","keywords":"Hemodialysis; Scale (ratio); Psychology; Quality of life (healthcare); Perception; Psychological intervention; Clinical psychology; Descriptive statistics; Psychiatry; Statistics; Psychotherapist","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":[0.00622589,0.0002680417,0.0004281476,0.0010612,0.0003768085,0.0006352107,0.0006839559,0.0003565311,0.00242786],"category_scores_gemma":[0.01267263,0.0001997825,0.001181951,0.0006902948,0.0003136739,0.0006898731,0.001592599,0.0009896151,0.0003438953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006812055,"about_ca_system_score_gemma":0.001089216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009054224,"about_ca_topic_score_gemma":0.001546593,"domain_scores_codex":[0.9959799,0.001935359,0.0006964304,0.0001668063,0.001007474,0.0002139976],"domain_scores_gemma":[0.9896828,0.004443606,0.001911658,0.0008038201,0.002276623,0.0008814873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009367358,0.001234551,0.7604234,0.0007993547,0.0005779494,0.0002245378,0.005003298,0.002549833,0.002646521,0.001832187,0.008947073,0.2148246],"study_design_scores_gemma":[0.0001373646,0.001111691,0.9740459,0.0001747965,0.000106757,0.0003643864,0.002308772,0.003294308,0.001038287,0.0009515705,0.01639775,0.00006842778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779565,0.0004514578,0.007110453,0.0008231116,0.00007856789,0.00244663,0.00322333,0.0001139729,0.007795885],"genre_scores_gemma":[0.9673557,0.00033383,0.02623048,0.0002834612,0.00003734716,0.002472146,0.002326207,0.00001593853,0.0009447544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00622589,"threshold_uncertainty_score":0.03292602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02809891135794515,"score_gpt":0.2866220178589041,"score_spread":0.258523106500959,"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."}}