{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003514697,0.0006490942,0.0004444291,0.001699494,0.006427512,0.005732333,0.00128932,0.003321264,0.1498635],"category_scores_gemma":[0.009244784,0.0004520706,0.0003709676,0.001233917,0.001659401,0.003858797,0.006798005,0.005786703,0.07665977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002777967,"about_ca_system_score_gemma":0.01284514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002212637,"about_ca_topic_score_gemma":0.005659785,"domain_scores_codex":[0.9945112,0.000921564,0.0002313629,0.0007200323,0.002135133,0.001480605],"domain_scores_gemma":[0.9755255,0.0006147362,0.0008838779,0.0006403209,0.004637021,0.01769853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003241939,0.0001417957,0.002239468,0.0001601967,0.000005475319,0.0002583429,0.0006316983,0.00004130618,0.0002597691,0.01520921,0.8498044,0.131216],"study_design_scores_gemma":[0.000004612948,0.0000370331,0.001001055,0.0001329996,0.000001261863,0.0003591667,0.0003284809,0.00001649574,0.00004194199,0.001000738,0.9970715,0.000004677332],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008963027,0.04373515,0.002693628,0.2724047,0.05096539,0.0002704962,0.0007561473,0.0008511675,0.6193603],"genre_scores_gemma":[0.04778989,0.02057615,0.002780953,0.0923044,0.01591011,0.0002288995,0.0005086501,0.000279169,0.8196217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1498635,"threshold_uncertainty_score":0.5013434,"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."}}