{"id":"W2735033714","doi":"10.26550/2209-1092.1015","title":"A selected international appraisal of the role of the Non-Medical Surgical Assistant","year":2017,"lang":"en","type":"article","venue":"Journal of Perioperative Nursing","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Goddard Space Flight Center","keywords":"Surgical procedures; Medicine; Medical education; Surgery","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":[0.007776138,0.000610601,0.0004602561,0.007694854,0.001016595,0.003128145,0.0007125064,0.0009244028,0.004269635],"category_scores_gemma":[0.01611009,0.000215942,0.0007438911,0.009577963,0.001279169,0.003367489,0.001685482,0.001118763,0.0008770691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003924855,"about_ca_system_score_gemma":0.008804203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006818722,"about_ca_topic_score_gemma":0.01397518,"domain_scores_codex":[0.9950524,0.001902184,0.0008151755,0.0002745539,0.001498736,0.0004570052],"domain_scores_gemma":[0.9865848,0.006151558,0.002199431,0.0002333688,0.0038836,0.0009472937],"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":[0.0005338067,0.0001089471,0.01983797,0.02916079,0.0001091598,0.0006170946,0.01257509,0.0003697647,0.0007521903,0.02421447,0.06071226,0.8510085],"study_design_scores_gemma":[0.00002686648,0.0006304543,0.1109822,0.05361328,0.0002415174,0.002360123,0.02775987,0.0002626135,0.0005999254,0.002117686,0.8013433,0.00006208526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02593469,0.8676958,0.001115197,0.02031178,0.004104015,0.000151157,0.000284019,0.00002024081,0.08038311],"genre_scores_gemma":[0.1244666,0.8598787,0.002005408,0.004429236,0.001419848,0.0001285201,0.0004210766,0.00003859013,0.007212038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007776138,"threshold_uncertainty_score":0.04112464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653412777549356,"score_gpt":0.4557404652646508,"score_spread":0.4292063374891572,"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."}}