{"id":"W4405964345","doi":"10.1093/geroni/igae098.2612","title":"QUADRICEPS MUSCLE THICKNESS MEASURED BY POINT-OF-CARE ULTRASOUND AND HOSPITAL LENGTH OF STAY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ultrasound; Medicine; Quadriceps muscle; Point of care ultrasound; Physical medicine and rehabilitation; Radiology","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":[0.0005951339,0.0002113734,0.0002612501,0.0006810095,0.0001462495,0.0004287566,0.0002748118,0.0002095386,0.001988643],"category_scores_gemma":[0.00394462,0.00007947064,0.0001953688,0.0005819843,0.0002005772,0.000216288,0.0003214261,0.000347446,0.0001533224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003493052,"about_ca_system_score_gemma":0.0003173671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005013511,"about_ca_topic_score_gemma":0.005258311,"domain_scores_codex":[0.9995395,0.0001516839,0.00006708247,0.00006085933,0.0001006502,0.00008024772],"domain_scores_gemma":[0.9955207,0.001078181,0.002280449,0.00008174025,0.0004843906,0.0005544519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000491893,0.00001258626,0.9989103,0.00001060141,0.00002522112,0.00001352084,0.00001484007,0.0000359586,0.00007914451,0.000003317241,0.00003498291,0.0008101862],"study_design_scores_gemma":[0.000001593014,0.00005665888,0.9995115,0.000008428226,0.0000116552,0.00006795246,0.00007583748,0.0001705501,0.00005916393,0.000009145753,0.00002586836,0.000001710062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989556,0.0003675696,0.00009944755,0.00004813576,0.00000413255,0.000005238181,0.0002418315,0.000003570025,0.0002744207],"genre_scores_gemma":[0.9996572,0.00005956196,0.00007099332,0.000009460875,0.0000063928,0.000004592133,0.000127028,5.606759e-7,0.00006428311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005013511,"threshold_uncertainty_score":0.009968698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121523912608275,"score_gpt":0.278840844178472,"score_spread":0.2676256050523892,"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."}}