{"id":"W2754010102","doi":"10.1016/j.bjps.2017.08.031","title":"The role of ultrasound technology in plastic surgery","year":2017,"lang":"en","type":"review","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Ultrasound; Plastic surgery; Medical physics; Ultrasound energy; Reconstructive surgery; Surgery; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.00147035,0.0009002438,0.001401494,0.004971601,0.0004667804,0.002052102,0.0011191,0.001824633,0.005156711],"category_scores_gemma":[0.003179928,0.0003985638,0.0007619416,0.004570696,0.001674583,0.003001979,0.001464342,0.002434869,0.001225526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009195804,"about_ca_system_score_gemma":0.002173073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001947207,"about_ca_topic_score_gemma":0.003261761,"domain_scores_codex":[0.9993518,0.0001437544,0.0001206573,0.0001133112,0.000223935,0.00004647576],"domain_scores_gemma":[0.996762,0.002364422,0.0003195483,0.00005687106,0.0003950135,0.0001021989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005501551,0.00005876287,0.0007029653,0.02141392,0.0001018272,0.0003111786,0.0001351125,0.0002936631,0.0007005573,0.004369177,0.01307536,0.9587826],"study_design_scores_gemma":[0.00001803248,0.0001177047,0.002878057,0.01692269,0.000297806,0.003910497,0.000374408,0.0001876959,0.0005113643,0.003657068,0.9710726,0.00005210442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006322662,0.9990116,0.00005731683,0.0002270789,0.0001358128,0.000001394142,0.000005482968,0.000001948721,0.0004960228],"genre_scores_gemma":[0.0007450713,0.9983283,0.0001305229,0.0002193401,0.0003663447,0.000001926202,0.00000829199,0.000001015854,0.0001991378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005156711,"threshold_uncertainty_score":0.01725096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03958902830067104,"score_gpt":0.3018670822750867,"score_spread":0.2622780539744156,"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."}}