{"id":"W2616406129","doi":"10.1093/ageing/afx055.10","title":"10INTRODUCING NURSE-LED PROCEDURE CASE FINDING IN OLDER EMERGENCY GENERAL SURGICAL (EGS) PATIENTS","year":2017,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; General surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004722641,0.0003373628,0.000234826,0.001156842,0.0007671546,0.001089619,0.001056878,0.0006513306,0.01259298],"category_scores_gemma":[0.024391,0.0003203297,0.0004860591,0.0006831689,0.0005063308,0.0008056985,0.002491547,0.00113655,0.00209897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894836,"about_ca_system_score_gemma":0.003382489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007012527,"about_ca_topic_score_gemma":0.01462459,"domain_scores_codex":[0.995,0.002167826,0.0008131739,0.0004507019,0.0009750055,0.000593228],"domain_scores_gemma":[0.9759309,0.00707232,0.006630834,0.001896696,0.004155902,0.004313449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004861205,0.0008633876,0.643638,0.0009764988,0.0000690875,0.00225755,0.003197701,0.0005056787,0.001813354,0.000487995,0.04795903,0.2977455],"study_design_scores_gemma":[0.0001557725,0.001196661,0.9196217,0.002231733,0.00007345986,0.005251952,0.006764765,0.00158894,0.001839699,0.0009205274,0.06029123,0.00006357505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8960121,0.003883236,0.00689714,0.02337267,0.001753937,0.002017527,0.002131213,0.0007431208,0.06318896],"genre_scores_gemma":[0.9715389,0.003475581,0.009928907,0.007494397,0.000962362,0.0009094696,0.001515786,0.0000949559,0.00407967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01259298,"threshold_uncertainty_score":0.04212767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640892186063359,"score_gpt":0.3749214062704481,"score_spread":0.3485124844098145,"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."}}