{"id":"W2078078819","doi":"10.1097/01.jaa.0000460932.03971.e0","title":"Physician assistants in Taiwan","year":2015,"lang":"en","type":"letter","venue":"JAAPA","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Family medicine; Physician assistants; Medicine; Medical education; Psychology; Political science; Nurse practitioners; Health care","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006810267,0.000229772,0.0004418179,0.0001474036,0.0002096329,0.00002021457,0.0002811009,0.00107305,0.0005990276],"category_scores_gemma":[0.0001237849,0.0002010087,0.00004924836,0.0001986702,0.00003463528,0.0001423765,0.0000670187,0.005028213,0.002269855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003518017,"about_ca_system_score_gemma":0.0005170347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003300374,"about_ca_topic_score_gemma":0.0003156964,"domain_scores_codex":[0.9973764,0.0008121219,0.0004151148,0.000340009,0.0003990205,0.0006573806],"domain_scores_gemma":[0.9986359,0.0002826687,0.0004270294,0.0004740869,0.0001154506,0.00006483195],"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":[0.00002483674,0.00002138118,0.001002531,0.0002098047,0.00001254086,0.0001230238,0.001316008,1.70776e-7,0.000006382094,0.00001938071,0.9929647,0.004299176],"study_design_scores_gemma":[0.0003892147,0.00003249376,0.001236008,0.0007150598,0.00002680304,6.506269e-7,0.0008235403,0.000006489289,4.910731e-7,0.001537553,0.9950114,0.00022026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004907823,0.0003087389,0.000001551501,0.7165532,0.003462423,0.0003204562,0.00005970499,0.00005592007,0.2787473],"genre_scores_gemma":[0.0009914049,0.00001448886,0.000136178,0.9016616,0.01081834,0.00006877449,0.0002340221,0.0000789137,0.08599623],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1927511,"threshold_uncertainty_score":0.998507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09709150379257857,"score_gpt":0.4447630214386453,"score_spread":0.3476715176460667,"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."}}