{"id":"W2970880607","doi":"10.18043/ncm.80.5.288","title":"Improving Provider Experience in Care","year":2019,"lang":"en","type":"article","venue":"North Carolina Medical Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Quebec Population Health Research Network","funders":"","keywords":"South carolina; Medicaid; Joint venture; Perspective (graphical); Business; Health care; Nursing; Family medicine; Medicine; Public administration; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008614989,0.0001790855,0.0004473141,0.0001796557,0.000427438,0.00001117378,0.0004659274,0.0003484778,0.003558768],"category_scores_gemma":[0.0007709321,0.0001370537,0.0001075729,0.0002526531,0.00005693283,0.0002740903,0.0001958932,0.003024886,0.0004940967],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008973867,"about_ca_system_score_gemma":0.00662178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005826565,"about_ca_topic_score_gemma":0.003024381,"domain_scores_codex":[0.996286,0.0004167806,0.0009781066,0.0002459276,0.001109224,0.0009639656],"domain_scores_gemma":[0.9980102,0.0004132379,0.0002915979,0.0002950899,0.0002600881,0.0007297811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005808409,0.00001847577,0.9313662,0.0003490276,0.000004527672,0.0001899878,0.01283827,0.000002005412,0.00001097405,0.0000353643,0.002332255,0.0527948],"study_design_scores_gemma":[0.002878135,0.0001617389,0.8809014,0.0003311342,0.00001024637,0.0001142322,0.01112295,0.0001035272,0.000005408925,0.00006259778,0.1040533,0.0002552926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810041,0.001227066,0.00009390725,0.004621265,0.003540282,0.000525601,0.000004425512,0.00004865991,0.0089347],"genre_scores_gemma":[0.9731975,0.000264494,0.000226186,0.02433102,0.00127052,0.00004916761,0.000008055185,0.00002623216,0.000626877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1017211,"threshold_uncertainty_score":0.9992751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03300341173492521,"score_gpt":0.4112578162539887,"score_spread":0.3782544045190634,"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."}}