{"id":"W3213931867","doi":"10.37765/ajmc.2021.88777","title":"Physician assistants/associates at 6 decades","year":2021,"lang":"en","type":"article","venue":"The American Journal of Managed Care","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Accreditation; Family medicine; Graduate medical education; Graduation (instrument); Health care; Traumatology; Physician assistants; Quarter (Canadian coin); Nursing; Medical education; Orthopedic surgery; Nurse practitioners","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006921917,0.0001018488,0.0003404539,0.00004529686,0.0009157258,0.00002348015,0.0002902693,0.00002905727,0.0001564013],"category_scores_gemma":[0.0002168571,0.00006588231,0.0001340321,0.0003406138,0.0001205079,0.0001146438,0.000100576,0.0007504922,0.00006432935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002637226,"about_ca_system_score_gemma":0.0001643084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004885137,"about_ca_topic_score_gemma":0.0001352051,"domain_scores_codex":[0.9974797,0.00144918,0.000346968,0.0001011569,0.0003258284,0.0002971481],"domain_scores_gemma":[0.9968685,0.001071981,0.001315234,0.0002461265,0.0004157254,0.00008241919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001845685,0.0002053377,0.1456807,0.0003769035,0.001378653,0.0007071117,0.08993959,0.0001153505,0.008576043,0.001684094,0.1810879,0.5684026],"study_design_scores_gemma":[0.0007128503,0.0003228152,0.2025467,0.0005703951,0.0003980119,0.00003773319,0.4682882,0.00000627607,0.0005587099,0.001112793,0.3252372,0.0002082853],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954604,0.00315938,0.00003131638,0.01386736,0.00074733,0.00007023918,0.00001106436,0.00001786407,0.02749146],"genre_scores_gemma":[0.9913897,0.0004153947,0.0003228005,0.004445519,0.0005472334,0.000002126376,0.000002679742,0.00002111532,0.002853448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5681943,"threshold_uncertainty_score":0.7043115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652868571346633,"score_gpt":0.398621222259353,"score_spread":0.3720925365458866,"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."}}