{"id":"W6939567961","doi":"10.6084/m9.figshare.14773714","title":"Additional file 1 of Low intensity pulsed ultrasound (LIPUS) use for the management of instrumented, infected, and fragility non-unions: a systematic review and meta-analysis of healing proportions","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dalhousie University","funders":"","keywords":"Fragility; Low-intensity pulsed ultrasound; Intensity (physics); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003717463,0.001285556,0.002880546,0.00299845,0.000578073,0.001404538,0.001603978,0.001374575,0.7677471],"category_scores_gemma":[0.05867782,0.0008847534,0.003435589,0.005411251,0.0003803312,0.002535595,0.001018118,0.001044239,0.02684659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131311,"about_ca_system_score_gemma":0.002895229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004370104,"about_ca_topic_score_gemma":0.01010521,"domain_scores_codex":[0.9981695,0.0004249056,0.000641652,0.0003031126,0.0002959252,0.0001648582],"domain_scores_gemma":[0.9588196,0.03186987,0.005485282,0.000972131,0.002503298,0.0003498942],"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":[0.005080094,0.0002653667,0.005807825,0.4821028,0.003047721,0.0001850833,0.0002537719,0.0008999989,0.0003948967,0.002087731,0.4759972,0.02387753],"study_design_scores_gemma":[0.1267713,0.003725143,0.1015809,0.1939886,0.02385021,0.001792557,0.001278709,0.005083144,0.002093303,0.02023791,0.5188555,0.0007427899],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001045696,0.0007894128,0.0004538935,0.000329868,0.00008185622,0.001112395,0.9951245,0.0001667941,0.0008956977],"genre_scores_gemma":[0.07386841,0.005902646,0.02036449,0.003726695,0.0008523101,0.09024857,0.7626749,0.0008509749,0.04151098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7677471,"threshold_uncertainty_score":0.3312805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056497179512232,"score_gpt":0.370469987025272,"score_spread":0.2648202690740488,"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."}}