{"id":"W4304193719","doi":"10.1097/01.jaa.0000885144.26054.d7","title":"Physician Assistants as Social Innovators in Healthcare","year":2022,"lang":"en","type":"review","venue":"JAAPA","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Health care; Certificate; State (computer science); Underwriting; Service (business); Management; Medicine; Public relations; Political science; Business; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006474434,0.0005023085,0.0004111214,0.001602777,0.002770751,0.01053334,0.001299522,0.006321594,0.01160566],"category_scores_gemma":[0.02355109,0.000382137,0.0003591613,0.001123969,0.003608794,0.005417223,0.002511807,0.01007291,0.006374899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002606738,"about_ca_system_score_gemma":0.009010149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001706833,"about_ca_topic_score_gemma":0.006189707,"domain_scores_codex":[0.9950662,0.001451315,0.0004323507,0.000485581,0.002049012,0.0005154662],"domain_scores_gemma":[0.9790303,0.008020126,0.001381979,0.0005964558,0.005977727,0.004993392],"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":[0.00000925212,0.0000147075,0.0002658301,0.0002497754,0.000004300551,0.0001110282,0.0007077759,0.00003614059,0.00005083311,0.02236465,0.9275095,0.04867637],"study_design_scores_gemma":[0.000002125913,0.000007467801,0.0001384632,0.0001791729,0.000001951878,0.00007666773,0.0003086393,0.00002701512,0.00002060031,0.002115228,0.9971191,0.000003528132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0006767269,0.06747399,0.0009833128,0.4961886,0.3958794,0.00004581935,0.00003833571,0.0001505439,0.03856312],"genre_scores_gemma":[0.03263917,0.09341389,0.001876965,0.2182195,0.528573,0.00009489746,0.00006004774,0.0001386443,0.1249839],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01160566,"threshold_uncertainty_score":0.0388248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2255542148461785,"score_gpt":0.5622577850255613,"score_spread":0.3367035701793828,"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."}}