{"id":"W4307367975","doi":"10.5750/ijpcm.v10i3.1064","title":"DEVELOPMENT AND INITIAL PSYCHOMETRIC VALIDATION OF A REAL-TIME PATIENT REPORTED EXPERIENCE MEASURE","year":2022,"lang":"en","type":"article","venue":"The International Journal of Person Centered Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Niagara Health System; Health Sciences Centre; Canadian Pacific Railway (Canada); Canadian Partnership Against Cancer; West Park Healthcare Centre; University Health Network","funders":"","keywords":"Cronbach's alpha; Exploratory factor analysis; Cognitive interview; Patient experience; Medicine; Cancer; Psychology; Psychometrics; Health care; Cognition; Clinical psychology; Internal medicine","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":[0.02182524,0.0003932019,0.0004517852,0.001376643,0.0004905641,0.001300835,0.001148147,0.0006088794,0.002322894],"category_scores_gemma":[0.04204937,0.0003433481,0.001183233,0.001287871,0.0004920367,0.00102071,0.001424721,0.001226287,0.000615542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258578,"about_ca_system_score_gemma":0.002457716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696124,"about_ca_topic_score_gemma":0.002610037,"domain_scores_codex":[0.9906246,0.004078931,0.001283256,0.0005252851,0.00310058,0.000387271],"domain_scores_gemma":[0.9729772,0.01258032,0.002371986,0.001393494,0.009664186,0.001012746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001274043,0.003882839,0.5315732,0.0009999085,0.0003828641,0.0002605293,0.008494255,0.002745927,0.004954779,0.003144068,0.009789415,0.4324982],"study_design_scores_gemma":[0.000535793,0.009891544,0.9239902,0.000827544,0.0002038648,0.0007129642,0.004924952,0.01184409,0.004958822,0.001459866,0.0405089,0.0001414199],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402004,0.000692975,0.03205514,0.0007757902,0.0002281039,0.01058664,0.002660642,0.0002946478,0.01250574],"genre_scores_gemma":[0.8865349,0.0007444278,0.08878674,0.0005696493,0.0001017727,0.01721426,0.003807668,0.00009032005,0.002150215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02182524,"threshold_uncertainty_score":0.1154243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3592345593546635,"score_gpt":0.4470467609066001,"score_spread":0.08781220155193659,"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."}}