{"id":"W4281791298","doi":"10.1093/asjof/ojac054","title":"A Multicenter, Randomized, Double-Blind, Split-Body Clinical Trial Evaluating the Efficacy and Outcomes of a Topical Product Pre and Post Aesthetic Surgical Body Procedures","year":2022,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Oakville Public Library","funders":"","keywords":"Medicine; Ecchymosis; Surgery; Randomized controlled trial; Edema; Clinical trial; Blinded study; Double blinded; Randomization; Internal medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.01557025,0.0003753467,0.002140934,0.0002164449,0.0008342839,0.000267625,0.0004135794,0.0001090733,0.0001097069],"category_scores_gemma":[0.001874138,0.0002243896,0.0007646446,0.0002335392,0.0006432575,0.0001913809,0.0006904689,0.00118876,0.000002474332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005291545,"about_ca_system_score_gemma":0.0009511842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001437243,"about_ca_topic_score_gemma":0.000007074303,"domain_scores_codex":[0.9933751,0.002195478,0.002188117,0.000601473,0.001009893,0.0006299948],"domain_scores_gemma":[0.9941728,0.003590208,0.0009570475,0.000589507,0.000276398,0.0004140748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8674133,0.001522023,0.07695192,0.00002909321,0.0002776381,0.0003534263,0.0005056968,0.000005676077,0.00001759174,0.0003704427,0.001671079,0.0508821],"study_design_scores_gemma":[0.938073,0.003497599,0.0185543,0.0004160737,0.0007738394,0.02909229,0.0008453712,0.0005979654,0.00002378373,0.0001869543,0.007483406,0.0004554252],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426107,0.001939254,0.000003217095,0.05043349,0.001013127,0.003800357,0.000004078611,0.00002525282,0.0001705646],"genre_scores_gemma":[0.9971169,0.0003377287,0.000116292,0.0009329931,0.0001427687,0.0002857732,0.00001019995,0.00005168627,0.001005695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07065968,"threshold_uncertainty_score":0.9150341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0806257117656692,"score_gpt":0.4046541460832224,"score_spread":0.3240284343175532,"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."}}