{"id":"W4387962140","doi":"10.1200/op.2023.19.11_suppl.343","title":"Development and implementation of a patient reported experience measurement program to transform cancer care.","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Respondent; Patient experience; Medicine; Excellence; Family medicine; Performance indicator; Quality management; Center of excellence; Nursing; Medical education; Medical emergency; Operations management; Health care; Business; Service (business); Marketing; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05589085,0.0005631126,0.0006546171,0.001829724,0.001452089,0.002548702,0.002400863,0.0006928794,0.005240604],"category_scores_gemma":[0.06956168,0.0006877695,0.001161541,0.002200396,0.0005487807,0.002295434,0.004845605,0.002710208,0.001756713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005881755,"about_ca_system_score_gemma":0.02926189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02027489,"about_ca_topic_score_gemma":0.03530199,"domain_scores_codex":[0.9725494,0.01630501,0.002579508,0.001387717,0.005481248,0.001697186],"domain_scores_gemma":[0.9417261,0.01508063,0.004979504,0.004286436,0.02424138,0.009685919],"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":[0.0006807345,0.004617621,0.1143342,0.0008168986,0.0001273356,0.00009366078,0.00724651,0.0007897731,0.001254211,0.001208617,0.06419121,0.8046393],"study_design_scores_gemma":[0.001584834,0.008345129,0.7431502,0.002178484,0.0003162739,0.0002300276,0.0162239,0.01568657,0.005442122,0.003020583,0.2035175,0.0003042847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4915205,0.001066664,0.1562045,0.03296831,0.001726998,0.2035889,0.03156022,0.01195679,0.06940715],"genre_scores_gemma":[0.3578754,0.0006731054,0.4452391,0.004254846,0.0001959823,0.168849,0.01321466,0.0005677783,0.009130151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05589085,"threshold_uncertainty_score":0.2955826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2492077448584126,"score_gpt":0.5829925698245971,"score_spread":0.3337848249661846,"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."}}