{"id":"W3164015442","doi":"10.1097/prs.0000000000008095","title":"Determining the Independent Risk Factors for Worse SCAR-Q Scores and Future Scar Revision Surgery","year":2021,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Psychosocial; Observational study; Checklist; Logistic regression; Scars; Surgery; Odds ratio; Physical therapy; Internal medicine; Psychiatry","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":[0.002241977,0.0003628866,0.0002697326,0.0009142203,0.000356137,0.000565704,0.0004374251,0.0004373709,0.00409586],"category_scores_gemma":[0.009176934,0.0002037865,0.0006844988,0.0006153026,0.0003759425,0.0004613116,0.000585816,0.0008944154,0.0002929608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002391819,"about_ca_system_score_gemma":0.0007144126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063351,"about_ca_topic_score_gemma":0.001442073,"domain_scores_codex":[0.9986948,0.0004877977,0.0001776438,0.0001507206,0.00032716,0.0001618283],"domain_scores_gemma":[0.9885989,0.00350841,0.005568675,0.0004406338,0.0008660663,0.001017296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002167561,0.00001406595,0.9993756,0.000003314557,0.000009793772,0.00001506848,0.00001470375,0.00001202218,0.00001908857,0.000003383182,0.00001674697,0.0004945262],"study_design_scores_gemma":[0.000005466377,0.0001619967,0.9987394,0.00001055661,0.00002823526,0.0004028957,0.0001624311,0.000302594,0.00007888947,0.00002349503,0.0000803548,0.000003639441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989954,0.0001599785,0.0002722373,0.0000624638,0.000005529361,0.00001781199,0.0001266305,0.000004202258,0.0003557898],"genre_scores_gemma":[0.9994173,0.00004407639,0.0003220124,0.00001201986,0.000007769033,0.00001180605,0.0001130297,0.000001619952,0.00007033239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00409586,"threshold_uncertainty_score":0.01370198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437804211164677,"score_gpt":0.2862084234724822,"score_spread":0.2518303813608355,"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."}}