{"id":"W2590099469","doi":"10.1136/bmj.j656","title":"Low intensity pulsed ultrasound for bone healing: systematic review of randomized controlled trials","year":2017,"lang":"en","type":"review","venue":"BMJ","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Low-intensity pulsed ultrasound; Randomized controlled trial; Confidence interval; Relative risk; Meta-analysis; Systematic review; MEDLINE; Physical therapy; 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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01712556,0.0005479663,0.03900401,0.0001434687,0.00009852033,0.00007315913,0.0004405669,0.0003005955,0.00004412347],"category_scores_gemma":[0.04546869,0.0003243496,0.006698453,0.00009503184,0.00007989722,0.00004312626,0.00001508389,0.0002144921,0.0000364286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006828764,"about_ca_system_score_gemma":0.0001607536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004389669,"about_ca_topic_score_gemma":0.000001671176,"domain_scores_codex":[0.9924998,0.0009497858,0.005774231,0.0002668127,0.0002530073,0.0002563829],"domain_scores_gemma":[0.9786262,0.01613243,0.0036084,0.001215433,0.0003244412,0.00009310457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005584187,0.00002415623,3.269384e-9,0.9900997,0.003115559,5.246906e-7,0.00001110656,0.00000219382,0.00000444825,0.0001341892,0.002342826,0.003706822],"study_design_scores_gemma":[0.04130147,0.000008321192,4.237722e-9,0.8048198,0.02848496,0.00004924521,0.00000321374,0.0000747525,0.00000376866,0.00008556623,0.1248326,0.0003363926],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.071858e-7,0.9511822,0.003234762,0.00005448938,0.0004036523,0.04397999,0.0002313317,0.0001142202,0.0007991976],"genre_scores_gemma":[0.00001191589,0.9775169,0.0003719271,0.00005598296,0.000378924,0.02077343,0.0002908008,0.00009060575,0.0005094603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.18528,"threshold_uncertainty_score":0.9999208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09329543598722023,"score_gpt":0.3812462091993923,"score_spread":0.2879507732121721,"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."}}