{"id":"W2600745547","doi":"10.1177/2059513117696324","title":"Increased burn healing time is associated with higher Vancouver Scar Scale score","year":2017,"lang":"en","type":"article","venue":"Scars Burns & Healing","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fiona Wood Foundation; Fiona Stanley Hospital","keywords":"Medicine; Burn wound; Total body surface area; Wound healing; Burn injury; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006394606,0.0004394332,0.0008649676,0.0001719857,0.001362237,0.00018148,0.0002634444,0.0002957752,0.0002860225],"category_scores_gemma":[0.00009869916,0.0003529592,0.0002136266,0.0001894635,0.0002452984,0.000235248,0.00008287474,0.0005024331,0.0001481149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004892475,"about_ca_system_score_gemma":0.000351704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003165707,"about_ca_topic_score_gemma":0.0005045905,"domain_scores_codex":[0.9970715,0.00009145172,0.0005057519,0.000694117,0.0007534695,0.0008836868],"domain_scores_gemma":[0.9973911,0.000116151,0.0004300254,0.001155744,0.0003337626,0.0005731918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001742457,0.001679976,0.9552446,0.0005334269,0.002308629,0.001610018,0.002639616,0.0002801234,0.003120012,0.00009793299,0.02342078,0.007322411],"study_design_scores_gemma":[0.07726531,0.005452696,0.8087645,0.03207093,0.007232073,0.0008817204,0.001096284,0.01505635,0.02185406,0.003422135,0.02175602,0.005147927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909615,0.0005869273,0.0000346549,0.001276452,0.0005729475,0.0006022354,0.00006002297,0.0002915662,0.005613713],"genre_scores_gemma":[0.9901851,0.00005578715,0.001019085,0.001045994,0.0005446109,0.0000317227,0.0001245071,0.0001156904,0.006877517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1464801,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624839244491474,"score_gpt":0.2924353814591752,"score_spread":0.2661869890142605,"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."}}