{"id":"W2120153393","doi":"","title":"Patient satisfaction and quality of care in walk-in clinics, family practices and emergency departments: the Ontario Walk-In Clinic Study.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Emergency department; Medicine; Walk-in; Patient satisfaction; Family medicine; Quality (philosophy); Confounding; Health care; Medical emergency; Emergency medicine; Nursing; Alternative medicine","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":[0.00133781,0.0001457647,0.000420658,0.00009166339,0.00004871964,0.000004652595,0.00002953023,0.00006529298,0.00002125067],"category_scores_gemma":[0.001293855,0.0001035714,0.0000455323,0.0002059717,0.00005075298,0.000124512,0.0000434286,0.0002741866,6.921288e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375961,"about_ca_system_score_gemma":0.00004692548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02487887,"about_ca_topic_score_gemma":0.5484845,"domain_scores_codex":[0.9979116,0.0004403981,0.0008596277,0.0003168832,0.0002219687,0.0002494724],"domain_scores_gemma":[0.9990677,0.0002214916,0.0003714314,0.000207969,0.00007753986,0.00005388632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003149991,0.0002489715,0.952548,0.00009278372,0.00005988184,0.000008430545,0.01072483,5.085784e-7,0.000002812448,0.00001011571,0.00006289389,0.03592576],"study_design_scores_gemma":[0.001948121,0.0003565788,0.969507,0.0000192659,0.00006883746,9.61603e-7,0.02655652,2.952093e-7,0.00001785503,0.00006745684,0.001361923,0.00009515929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845244,0.0107766,1.670834e-7,0.0001595453,0.0004586165,0.001845293,0.0000070431,0.000006512467,0.002221788],"genre_scores_gemma":[0.9934264,0.00579636,0.00002119022,0.00006152074,0.00001551509,0.0005679326,0.000003702818,0.000008082683,0.0000992406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5236056,"threshold_uncertainty_score":0.9816145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0648275278667005,"score_gpt":0.3525359392986701,"score_spread":0.2877084114319696,"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."}}