{"id":"W2945494337","doi":"10.5430/jha.v8n3p50","title":"Introducing the physician associate role in Ireland: Evaluation of a hospital based pilot project","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Irish; Nursing; Stakeholder; Work (physics); Inclusion (mineral); Health care; Medicine; Promulgation; Family medicine; Public relations; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04798003,0.00108473,0.001089714,0.0009598639,0.003900367,0.003532279,0.003227267,0.002007711,0.003237509],"category_scores_gemma":[0.05031452,0.001130679,0.001136792,0.001054768,0.003475414,0.002495227,0.004798208,0.003574108,0.001008466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01213964,"about_ca_system_score_gemma":0.0453044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01670759,"about_ca_topic_score_gemma":0.03595481,"domain_scores_codex":[0.9650701,0.02360708,0.001553579,0.000951959,0.003061858,0.005755496],"domain_scores_gemma":[0.9476179,0.01287482,0.003967614,0.003154329,0.01378212,0.01860304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01852333,0.3080302,0.1502841,0.007070711,0.0005141186,0.004424714,0.1373972,0.00299392,0.006456474,0.001493463,0.01370148,0.3491103],"study_design_scores_gemma":[0.01258224,0.311223,0.3143707,0.002179518,0.0004367621,0.001258277,0.3035386,0.002662793,0.00664281,0.0008485976,0.04381545,0.0004412506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784373,0.0001440364,0.0008217898,0.001029197,0.0001277669,0.01555979,0.0003102763,0.00007442635,0.003495459],"genre_scores_gemma":[0.962911,0.0007421582,0.01024368,0.001387866,0.00007584647,0.02127493,0.0006466203,0.00006293688,0.002654917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04798003,"threshold_uncertainty_score":0.2537457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03354605553313499,"score_gpt":0.399061409887306,"score_spread":0.365515354354171,"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."}}