{"id":"W4414452590","doi":"10.1111/wrr.70094","title":"Early Patient‐Reported Outcomes as Predictors of Long‐Term Scar Satisfaction: An Exploratory Cohort Study","year":2025,"lang":"en","type":"article","venue":"Wound Repair and Regeneration","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Crown Family Philanthropies; McMaster University","keywords":"Psychosocial; Scars; Quality of life (healthcare); Distress; Cohort; Psychological intervention; Prospective cohort study; Cohort study; Predictive validity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001655495,0.0003678385,0.0003434897,0.0005536571,0.0005533089,0.0005801633,0.0003851104,0.0004459696,0.001887883],"category_scores_gemma":[0.002433879,0.0002772591,0.0006514685,0.0005939348,0.000332576,0.0007158127,0.0005955816,0.0006951278,0.0004125963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760438,"about_ca_system_score_gemma":0.0003248998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001538064,"about_ca_topic_score_gemma":0.001444012,"domain_scores_codex":[0.9994009,0.000218896,0.00004801858,0.0001049853,0.0001054316,0.0001218133],"domain_scores_gemma":[0.998463,0.0004164833,0.0004107901,0.0002189396,0.000163313,0.0003275092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004490741,0.0002232729,0.9978416,0.000004159231,0.00004166038,0.00009646604,0.0001441035,0.000025592,0.0002366717,0.00001137682,0.0000474452,0.0008786294],"study_design_scores_gemma":[0.00003340724,0.001850025,0.9968628,0.000004647903,0.00003560883,0.0003189263,0.0003309924,0.000278203,0.0001074563,0.0000222658,0.0001465311,0.000009196248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999649,0.00002907524,0.0000828953,0.000006609818,0.000002123124,0.00001706042,0.0001155666,0.000001189513,0.00009637708],"genre_scores_gemma":[0.9994754,0.0000229466,0.00008832072,0.00001426813,0.000005911626,0.0000307948,0.0002140765,0.000001614535,0.0001466898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001887883,"threshold_uncertainty_score":0.008755147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03518419195254299,"score_gpt":0.3989627529394991,"score_spread":0.3637785609869562,"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."}}