{"id":"W3121218560","doi":"10.1177/2374373520981475","title":"Patient Satisfaction With Heart Health Clinics in Fraser Health, Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Patient Experience","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; Royal Columbian Hospital","funders":"","keywords":"Patient satisfaction; Multidisciplinary approach; Ambulatory; Medicine; Family medicine; Service (business); Health care; Health information; Nursing; Medical emergency; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005411715,0.0002383491,0.0007226102,0.0001945573,0.000660112,0.00001077957,0.0001041203,0.0001235579,0.0003084849],"category_scores_gemma":[0.0004260346,0.0002033941,0.00007384357,0.0006722507,0.0000542453,0.0003799367,0.00006865896,0.001365221,0.00001022918],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003283834,"about_ca_system_score_gemma":0.01541307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3217624,"about_ca_topic_score_gemma":0.7997879,"domain_scores_codex":[0.9933276,0.001566227,0.002697641,0.0003576143,0.001240711,0.0008102009],"domain_scores_gemma":[0.9950281,0.0005048112,0.002527469,0.0004000278,0.0008890364,0.0006505974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001520522,0.00006339965,0.9608421,0.0001582445,0.000008987769,0.00005709963,0.01979449,0.0004722607,0.000009701627,0.00004077411,0.00790324,0.01049761],"study_design_scores_gemma":[0.001422934,0.001942272,0.8623054,0.001633519,0.000003239797,0.00006716917,0.08191275,0.00004570627,0.00009937041,0.00005138517,0.05026488,0.0002513815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868679,0.001168787,0.0001528844,0.007186883,0.003829891,0.0006496751,0.00003575763,0.00001696287,0.00009124997],"genre_scores_gemma":[0.9829856,0.0003394342,0.002310214,0.01411073,0.00012152,0.00007029605,0.000008209406,0.00002982959,0.00002420803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4780255,"threshold_uncertainty_score":0.9901686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04503263720643792,"score_gpt":0.4166955634122763,"score_spread":0.3716629262058384,"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."}}