{"id":"W4399703200","doi":"10.1007/s10729-024-09679-2","title":"Meritorious service awards − 2023","year":2024,"lang":"en","type":"article","venue":"Health Care Management Science","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Health informatics; Health administration; Service (business); Business; Public health; Medicine; Nursing; Marketing","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":[0.007080497,0.001066442,0.001269461,0.002363179,0.00307518,0.007023056,0.002466046,0.009448738,0.2402559],"category_scores_gemma":[0.01851292,0.0006736109,0.001561458,0.001207158,0.001083947,0.001972792,0.006755902,0.005679901,0.1483514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003533721,"about_ca_system_score_gemma":0.02413316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005209262,"about_ca_topic_score_gemma":0.02048027,"domain_scores_codex":[0.9912381,0.001073519,0.0002880171,0.0004061905,0.003639237,0.003354959],"domain_scores_gemma":[0.9652387,0.0009785155,0.0006468731,0.0007941756,0.008732609,0.02360907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001098296,0.0001458179,0.00122399,0.0000597894,0.00001434922,0.0001126818,0.0000286411,0.00004297292,0.0001830348,0.003121858,0.9576223,0.03733472],"study_design_scores_gemma":[0.0001799596,0.000195796,0.009860322,0.0001403151,0.00001728131,0.000280495,0.0002539008,0.0003703887,0.0001555534,0.00372208,0.9847974,0.00002646184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01410485,0.004538025,0.002413729,0.2445053,0.2712548,0.0008870446,0.007097708,0.001117971,0.4540805],"genre_scores_gemma":[0.03066064,0.001992918,0.001186859,0.02207155,0.0338159,0.0003326177,0.005151034,0.0002543519,0.9045342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2402559,"threshold_uncertainty_score":0.803736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252860657188548,"score_gpt":0.3560041643395805,"score_spread":0.3434755577676951,"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."}}