{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005004252,0.000265841,0.0007093758,0.0002222015,0.0003954212,0.00008751429,0.00005554968,0.0001659903,0.0001545949],"category_scores_gemma":[0.004045567,0.0001518564,0.0003287959,0.0002611522,0.000306948,0.0001273246,0.00008742588,0.0003376137,0.000007211675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006690362,"about_ca_system_score_gemma":0.0003876879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001289243,"about_ca_topic_score_gemma":0.00001007235,"domain_scores_codex":[0.9980288,0.0002289383,0.0004341795,0.0005003283,0.0003557806,0.0004519964],"domain_scores_gemma":[0.9842623,0.014716,0.0002131532,0.000287241,0.0003128187,0.000208504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001346536,0.00006415027,0.8500776,0.0001191483,0.0002382378,0.0001357021,0.0001162828,0.000001199375,0.00002161507,0.0000154009,0.0009207354,0.1481553],"study_design_scores_gemma":[0.0006475543,0.00004384086,0.9924302,0.0004395263,0.0002590435,0.0007273087,0.002085999,0.0001153952,0.0007555329,0.0001140482,0.002170562,0.0002109797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958204,0.001460788,0.00008071205,0.0002366215,0.001739878,0.0003890414,0.0001118861,0.00003907187,0.0001216035],"genre_scores_gemma":[0.9970255,0.002005619,0.0003158825,0.00004570649,0.0003716107,0.00003514779,0.00008630769,0.0000287132,0.00008549519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1479443,"threshold_uncertainty_score":0.6192526,"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."}}