{"id":"W2768591911","doi":"10.1302/0301-620x.99b11.bjj-2017-0737","title":"Low-intensity pulsed ultrasound for treatment of tibial fractures","year":2017,"lang":"en","type":"article","venue":"The Bone & Joint Journal","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact; Programs for Assessment of Technology in Health Research Institute","funders":"","keywords":"Medicine; Intramedullary rod; Confidence interval; Placebo; Low-intensity pulsed ultrasound; Randomized controlled trial; Quality-adjusted life year; Surgery; Physical therapy; Cost effectiveness; Internal medicine; Ultrasound","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019024,0.0001143368,0.0002280413,0.00002707015,0.0007409754,0.0001079779,0.0001664535,0.0000443992,0.00007655418],"category_scores_gemma":[0.00009894349,0.00006998219,0.0001771892,0.00001357933,0.00007979407,0.00007267672,0.000007026043,0.0001242183,0.00001211529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000518165,"about_ca_system_score_gemma":0.00002185906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002241973,"about_ca_topic_score_gemma":0.00003048069,"domain_scores_codex":[0.9994328,0.00001354673,0.0002156924,0.00006858107,0.00009679014,0.0001726014],"domain_scores_gemma":[0.999214,0.0001224625,0.0001617254,0.0003666587,0.00007193663,0.00006320157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001938581,0.0003223386,0.0009149171,0.00003742952,0.0004571197,0.00000763398,0.00279215,0.003365691,0.95018,0.0004186701,0.005047574,0.0362626],"study_design_scores_gemma":[0.00492991,0.0006341797,0.1372237,0.0001330736,0.0005067409,0.001535562,0.00064521,0.002703337,0.770599,0.01750389,0.06295774,0.0006276181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897019,0.0002205134,0.007677641,0.0005854669,0.0002961856,0.0002220192,0.00003025039,0.00003590916,0.001230129],"genre_scores_gemma":[0.9984491,0.000255784,0.0004708217,0.00003250201,0.0005555679,0.00001258369,0.000003802692,0.00002025578,0.0001995426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.179581,"threshold_uncertainty_score":0.5699059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485710105661068,"score_gpt":0.2619037605068066,"score_spread":0.237046659450196,"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."}}