{"id":"W3015219438","doi":"10.2196/17171","title":"Assessment of Patient Satisfaction With Dermatology Clinics According to Clinic Type: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alabama; University of Alabama at Birmingham","keywords":"Medicaid; Medicine; Patient satisfaction; Family medicine; Health care; Outpatient clinic; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01570146,0.0005204079,0.001003779,0.002764266,0.001356012,0.002011478,0.001015198,0.0007318649,0.003521936],"category_scores_gemma":[0.02303451,0.0007625634,0.002129638,0.003367249,0.001062661,0.001695403,0.001806335,0.001129491,0.0005713715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190065,"about_ca_system_score_gemma":0.001500588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002535565,"about_ca_topic_score_gemma":0.004623638,"domain_scores_codex":[0.98327,0.01013051,0.001926728,0.001160659,0.002618978,0.0008930633],"domain_scores_gemma":[0.9753603,0.01268275,0.006292164,0.001478805,0.003064237,0.001121727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001296516,0.002408879,0.970179,0.0003989974,0.0005104439,0.0001408135,0.008208226,0.00009166968,0.0002758847,0.0001865231,0.0004802612,0.01582276],"study_design_scores_gemma":[0.0004459836,0.009472231,0.9414021,0.0004416501,0.0005659454,0.0007078941,0.04078057,0.002315502,0.0008209327,0.0003925719,0.002542869,0.000111816],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967918,0.0003290245,0.000841798,0.0001005037,0.00001399556,0.0008277776,0.0004358875,0.000006689688,0.0006525732],"genre_scores_gemma":[0.9943346,0.0002721413,0.002192877,0.0003484965,0.00003377836,0.00209532,0.0003399783,0.000009495205,0.0003733982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01570146,"threshold_uncertainty_score":0.08303821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1306713886052595,"score_gpt":0.5559810587790843,"score_spread":0.4253096701738249,"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."}}