{"id":"W2990705699","doi":"10.1016/j.cpha.2019.08.008","title":"Seeing Value in Physician Assistants","year":2019,"lang":"en","type":"article","venue":"Physician Assistant Clinics","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Viewpoints; Value (mathematics); Medicine; Perspective (graphical); Medical education; Family medicine; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007777191,0.0001896413,0.000299644,0.0009068897,0.01961549,0.01143087,0.001677541,0.004644147,0.01999633],"category_scores_gemma":[0.03631655,0.0005056763,0.0004317974,0.0009704309,0.0060116,0.00451893,0.006667877,0.008432109,0.001497885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01156647,"about_ca_system_score_gemma":0.04042476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02038993,"about_ca_topic_score_gemma":0.07442232,"domain_scores_codex":[0.9797935,0.009955261,0.0002886762,0.0007032044,0.003237721,0.006021587],"domain_scores_gemma":[0.9367477,0.01362277,0.004670032,0.001031593,0.005484905,0.0384429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004006919,0.00211118,0.1997851,0.0003038004,0.00005382466,0.004918413,0.2197909,0.0002374501,0.001043511,0.07426147,0.2820312,0.2150624],"study_design_scores_gemma":[0.0001218719,0.0006884396,0.09301948,0.001319181,0.00004209862,0.003753338,0.5344082,0.0004846337,0.0006066545,0.03912663,0.326315,0.0001144045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4594412,0.004734796,0.001094359,0.3355432,0.003481853,0.00009465686,0.00008517448,0.00008687851,0.1954378],"genre_scores_gemma":[0.9389571,0.001309933,0.000706428,0.03636116,0.0007958924,0.00004196208,0.00002018563,0.00005526163,0.02175203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02038993,"threshold_uncertainty_score":0.08392102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0512020369058557,"score_gpt":0.4366467450473198,"score_spread":0.385444708141464,"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."}}