{"id":"W1641853111","doi":"","title":"Experience with physician assistants in a Canadian arthroplasty program.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Physician assistants; Salary; Orthopedic surgery; Workforce; Health care; Family medicine; Nursing; Medical emergency; Nurse practitioners; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001316835,0.0003654431,0.0001462687,0.0004629256,0.003532576,0.001038907,0.001328504,0.0004971543,0.005875368],"category_scores_gemma":[0.005127936,0.0002915599,0.0002233782,0.0008112538,0.0008342631,0.000404657,0.001346941,0.0008093162,0.0006642687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01585428,"about_ca_system_score_gemma":0.04627538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7416432,"about_ca_topic_score_gemma":0.9048753,"domain_scores_codex":[0.9977359,0.0003638289,0.00007507353,0.0001574409,0.0007828707,0.0008849152],"domain_scores_gemma":[0.9906439,0.0005279776,0.000808379,0.00009434758,0.001427249,0.006498157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007246694,0.002538474,0.6630054,0.001012902,0.0001115477,0.003371499,0.03533668,0.001032302,0.002825171,0.0006746568,0.04301956,0.2463471],"study_design_scores_gemma":[0.0001531356,0.002710023,0.8310623,0.0003605923,0.00009080721,0.004463064,0.03192177,0.001253465,0.0008926361,0.0001860755,0.1268155,0.00009068432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730453,0.003129954,0.0004730668,0.004427343,0.0002360299,0.000305659,0.00054406,0.0001047243,0.01773381],"genre_scores_gemma":[0.9829493,0.002474689,0.001500909,0.002162629,0.00008659501,0.00008455759,0.000456283,0.00002367823,0.01026143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2583568,"threshold_uncertainty_score":0.5197565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03481309583796062,"score_gpt":0.3710565310449032,"score_spread":0.3362434352069426,"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."}}