{"id":"W18424609","doi":"10.70252/bult6545","title":"The Evolutionary Role of Physician Assistants across the United States, Canada, and the United Kingdom","year":2013,"lang":"en","type":"article","venue":"International journal of exercise science","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kingdom; Family medicine; Medicine; Gerontology; Biology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002316955,0.0000756575,0.0001226127,0.00008739957,0.001587997,0.0001133907,0.001131649,0.0000245941,0.0000389219],"category_scores_gemma":[0.0005292174,0.00003249455,0.00003267085,0.0005126603,0.001057359,0.0004111344,0.0001621013,0.0004432278,0.000003910755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760079,"about_ca_system_score_gemma":0.0009405214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3483271,"about_ca_topic_score_gemma":0.02319786,"domain_scores_codex":[0.9978887,0.0002692426,0.0004531428,0.00008967709,0.001039704,0.0002595226],"domain_scores_gemma":[0.9949608,0.001888643,0.0008780156,0.0001684516,0.00202515,0.00007891729],"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":[0.01158031,0.0008590473,0.1819835,0.0001488057,0.001082049,0.00007428485,0.1209542,0.01445193,0.01319611,0.1623918,0.2909392,0.2023387],"study_design_scores_gemma":[0.002530898,0.00008673365,0.5581908,0.001339577,0.00007259778,0.00005239934,0.07068987,0.03566966,0.0002881527,0.02851232,0.3023593,0.0002077705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716516,0.0004938518,0.00002721051,0.02548795,0.001584703,0.0001893585,0.00002562642,0.000003028389,0.0005367228],"genre_scores_gemma":[0.997944,0.0004040765,0.00006416754,0.00112999,0.0001368838,0.00000671955,0.000002602446,0.000004823516,0.0003067594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3762072,"threshold_uncertainty_score":0.9997118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02519134066590093,"score_gpt":0.3833554408836665,"score_spread":0.3581641002177655,"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."}}