{"id":"W2786952790","doi":"10.1016/j.bjps.2018.01.035","title":"Factors predicting health-related quality of life following necrotizing fasciitis","year":2018,"lang":"en","type":"article","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Health Sciences Centre; Manitoba Health","funders":"","keywords":"Medicine; Fasciitis; Quality of life (healthcare); Confidence interval; Population; Mental health; Stepwise regression; Distress; Referral; Physical therapy; Internal medicine; Surgery; Psychiatry; Clinical psychology; Environmental health","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":[0.001157024,0.0002354869,0.001345124,0.000500703,0.000185174,0.00002068509,0.00005373967,0.0001228196,0.0002021788],"category_scores_gemma":[0.002949592,0.0001778077,0.0009628011,0.0004388908,0.0003249098,0.0002015465,0.00002333359,0.0003436635,0.000006799238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002073894,"about_ca_system_score_gemma":0.0008109931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002703923,"about_ca_topic_score_gemma":0.0000118676,"domain_scores_codex":[0.9966896,0.0002809634,0.002043606,0.0002173643,0.0004313605,0.0003370839],"domain_scores_gemma":[0.9946632,0.002200475,0.002071829,0.0001901975,0.0004810595,0.0003932707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001850967,0.0001710735,0.9796729,0.00003904952,0.0006010826,0.00002998583,0.0003742516,0.000006181667,0.0001400584,0.0000346738,0.0001058656,0.01863979],"study_design_scores_gemma":[0.001811202,0.0009972424,0.9908236,0.001478511,0.0002349932,0.001769346,0.001660869,0.00005475399,0.0006880563,0.0002507338,0.00006451486,0.000166123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953271,0.0002882688,0.0005577532,0.0001034708,0.003046612,0.0002084747,0.00001582692,0.00002541047,0.0004271337],"genre_scores_gemma":[0.9993059,0.00001835465,0.0004678033,0.00003088658,0.0001314646,0.000003128835,0.000003175562,0.00002534947,0.00001393658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01847366,"threshold_uncertainty_score":0.7250786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07665194883881486,"score_gpt":0.3245529496528647,"score_spread":0.2479010008140499,"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."}}