{"id":"W6959768507","doi":"10.1097/01.jat.0000446091.36148.67">http://dx.doi.org/10.1097/01.jat.0000446091.36148.67</a&gt","title":"Effect of Noncontact LowFrequency Ultrasound on Wound Healing: A Systematic Review","year":2014,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wound care; Wound healing; Standard of care; Ultrasound; Chronic wound; MEDLINE; Dosing; Gold standard (test); Systematic review","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001113763,0.0002068448,0.0008470403,0.00002918486,0.0002558034,0.00002094474,0.0004573535,0.0001169377,0.0001466668],"category_scores_gemma":[0.000334488,0.00009646815,0.0003376492,0.0003315322,0.0001432072,0.0001252362,0.00003862215,0.0001337081,0.00005525649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005499975,"about_ca_system_score_gemma":0.00001132425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002727561,"about_ca_topic_score_gemma":0.0007002174,"domain_scores_codex":[0.9982886,0.0004769111,0.0002894528,0.0003107016,0.0003688368,0.0002655433],"domain_scores_gemma":[0.9979087,0.001253612,0.0004360983,0.0001794785,0.0001008373,0.0001213168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001391873,0.001145476,0.02074686,0.4663802,0.001121951,0.0001643008,0.0008935856,0.00006528247,0.1410801,0.3625512,0.003614545,0.0008446321],"study_design_scores_gemma":[0.003141674,0.01231078,0.03068973,0.1215065,0.002992722,0.000223177,0.002145838,0.0001724201,0.000465781,0.8219457,0.001937424,0.002468274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934346,0.002936358,0.00007634573,0.0001317659,0.00009353898,0.0006286809,0.0001225898,0.00004075674,0.002535379],"genre_scores_gemma":[0.9984592,0.0007989915,0.00003956546,0.0001069244,0.00004659179,0.000001112046,0.00005577991,0.000001656675,0.0004901426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4593945,"threshold_uncertainty_score":0.3933857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008693571186407243,"score_gpt":0.2021079819881525,"score_spread":0.1934144108017453,"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."}}