{"id":"W2331502238","doi":"10.5770/cgj.19.192","title":"National Survey of Geriatricians to Define Functional Decline in Elderly People with Minor Trauma","year":2015,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Ottawa Hospital; Université Laval; University of Ottawa","funders":"Center for Evolutionary and Theoretical Immunology; Canadian Institutes of Health Research; University of Ottawa","keywords":"Medicine; Activities of daily living; Functional impairment; Gerontology; Next of kin; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001022191,0.0001693156,0.000391729,0.001060847,0.00009371969,0.00002289706,0.0001123104,0.00009114806,0.000167305],"category_scores_gemma":[0.0007971997,0.0001463707,0.00007165634,0.001606634,0.00002895813,0.00008345302,0.00001654559,0.0002737758,0.00002229409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006070898,"about_ca_system_score_gemma":0.004384906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1159127,"about_ca_topic_score_gemma":0.8673279,"domain_scores_codex":[0.9981225,0.00006630184,0.0005165366,0.0001980374,0.0006736756,0.0004229319],"domain_scores_gemma":[0.9968503,0.00007393867,0.0001262747,0.0001143516,0.001808959,0.001026168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007491389,0.0001170366,0.9086704,0.00002732624,0.0001121331,0.0001475915,0.001175931,0.001115475,0.00002335446,0.00008805527,0.0769428,0.01083076],"study_design_scores_gemma":[0.00221417,0.0006857311,0.9861583,0.00002111031,0.00004757365,0.0004572705,0.0002819361,0.00002496548,0.00001069985,0.00009562781,0.009838497,0.0001641785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893915,0.001125732,0.0003367557,0.002993406,0.0008509324,0.0002033324,0.0001610782,0.000008723891,0.004928523],"genre_scores_gemma":[0.9972525,0.00005679007,0.001412726,0.0004868342,0.0004926135,0.000008211818,0.00006077165,0.0000239627,0.0002056379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7514152,"threshold_uncertainty_score":0.8899745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05929048501556508,"score_gpt":0.2802892892929114,"score_spread":0.2209988042773463,"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."}}