{"id":"W2071063663","doi":"10.1016/j.burns.2014.03.002","title":"Longitudinal burn scar quantification","year":2014,"lang":"it","type":"article","venue":"Burns","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University","funders":"","keywords":"Medicine; Scars; Erythema; Body surface area; Hypertrophic scar; Hypertrophic scars; Surgery; Ultrasound; Nuclear medicine; Dermatology; Radiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000398325,0.0002124906,0.0003354297,0.0001026459,0.0002018657,0.00005504698,0.00009727751,0.0001617063,0.0005019127],"category_scores_gemma":[0.0001443926,0.0001840933,0.0001239446,0.0001687918,0.0001011733,0.0000506202,0.00002294222,0.0002117988,0.004136258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185611,"about_ca_system_score_gemma":0.0000860218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002955351,"about_ca_topic_score_gemma":0.00001942147,"domain_scores_codex":[0.9984545,0.00008976366,0.0003334308,0.0004063523,0.0003217466,0.0003942444],"domain_scores_gemma":[0.9988217,0.000104276,0.0001306374,0.0005727782,0.0001270402,0.0002436172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004710797,0.002946858,0.8772001,0.0008382676,0.00102332,0.0001917471,0.002452953,0.0001835939,0.002858585,0.03508017,0.02632264,0.05043063],"study_design_scores_gemma":[0.006914042,0.001838687,0.7172641,0.001400059,0.002048866,0.0001926545,0.0004165673,0.005486875,0.002550843,0.001477324,0.259702,0.0007080023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558119,0.002406476,0.005017709,0.006461115,0.00233727,0.0006139089,0.00006514837,0.0002007877,0.02708566],"genre_scores_gemma":[0.9872705,0.0002360385,0.0002431349,0.0001619715,0.001013253,0.00001427707,0.000182045,0.00002411497,0.0108547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2333793,"threshold_uncertainty_score":0.9966391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05461740389598652,"score_gpt":0.3272934111262144,"score_spread":0.2726760072302279,"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."}}