{"id":"W3022497553","doi":"10.1136/bmjoq-2020-000924","title":"Improving the paediatric surgery patient experience: an 8-year analysis of narrative quality data","year":2020,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"BC Children's Hospital; Children's Hospital Foundation","keywords":"Quality management; Timeline; Thematic analysis; Medicine; Narrative; Health care; Patient experience; Quality (philosophy); Patient satisfaction; Qualitative property; Data collection; Medical education; Nursing; Qualitative research; Operations management; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01765867,0.0002575714,0.0004415167,0.004052434,0.001819856,0.002168924,0.0007872686,0.000527799,0.001135671],"category_scores_gemma":[0.06004855,0.0003615347,0.0004626666,0.004761259,0.001524379,0.002311802,0.003692894,0.001040103,0.0002387258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005426495,"about_ca_system_score_gemma":0.004395954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043686,"about_ca_topic_score_gemma":0.0174438,"domain_scores_codex":[0.9918659,0.004747479,0.0008398113,0.000378205,0.001479612,0.0006889136],"domain_scores_gemma":[0.9478176,0.0289243,0.009748833,0.002096894,0.01019689,0.001215377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003533596,0.0002073223,0.1938937,0.001054586,0.00006648472,0.0014905,0.7563684,0.0002125775,0.001038219,0.000559327,0.002540209,0.04221528],"study_design_scores_gemma":[0.00002914924,0.000457616,0.3215053,0.001176667,0.00007470842,0.001142388,0.653336,0.0007348732,0.001092199,0.0003914994,0.01998073,0.00007890406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950099,0.0003758879,0.001232685,0.0005517882,0.00001615774,0.0004903449,0.001315095,0.000009785354,0.0009984131],"genre_scores_gemma":[0.9915127,0.0007540897,0.004065149,0.0002009852,0.00001620824,0.0009627025,0.001783361,0.00002180575,0.0006829872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01765867,"threshold_uncertainty_score":0.09338909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6042338112109766,"score_gpt":0.6102329892430981,"score_spread":0.005999178032121466,"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."}}