{"id":"W2614515651","doi":"10.1016/j.injury.2017.05.016","title":"Healing of fracture nonunions treated with low-intensity pulsed ultrasound (LIPUS): A systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"Injury","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Nonunion; Low-intensity pulsed ultrasound; Cochrane Library; Meta-analysis; Confidence interval; MEDLINE; Randomized controlled trial; Surgery; Internal medicine; Ultrasound; Radiology; Therapeutic ultrasound","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003023907,0.0005482478,0.007801893,0.0002401063,0.0001544201,0.0000760334,0.0003680119,0.0002084506,0.0001132852],"category_scores_gemma":[0.0001306197,0.000331893,0.00129351,0.0005218313,0.00009885808,0.00008783859,0.0000199326,0.0003860919,0.00001730686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004670406,"about_ca_system_score_gemma":0.00004844908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008439924,"about_ca_topic_score_gemma":0.00004336594,"domain_scores_codex":[0.9982289,0.0001121401,0.0008893153,0.0003576134,0.0001900227,0.0002219809],"domain_scores_gemma":[0.9972925,0.0004541024,0.0005759243,0.001395856,0.0001665284,0.0001151225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000001518346,0.00003579535,0.000001280476,0.8725141,0.1267886,0.000002449162,0.00002669718,0.00002932776,0.000003027001,0.00001170965,0.0001460975,0.00043944],"study_design_scores_gemma":[0.00003301436,0.00002680713,0.000001906825,0.03313971,0.9333255,0.00005292482,0.00000502698,0.00001182395,0.000004155385,0.000005725046,0.03300586,0.0003875993],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004106265,0.9968733,0.0004365945,0.00002936367,0.00001212493,0.001720437,0.0006139225,0.0001093487,0.0002008464],"genre_scores_gemma":[0.001799101,0.9968449,0.0001481612,0.00008553829,0.00002113708,0.000585973,0.0002392224,0.00007380528,0.0002021323],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8393744,"threshold_uncertainty_score":0.9999133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04673733048810901,"score_gpt":0.3151513801434637,"score_spread":0.2684140496553547,"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."}}