{"id":"W3187026907","doi":"10.3390/ebj2030008","title":"Systematic Quantification of Hypertrophic Scar in Adult Burn Survivors","year":2021,"lang":"en","type":"article","venue":"European Burn Journal","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"Fondation des pompiers du Québec pour les grands brûlés","keywords":"Medicine; Hypertrophic scar; Trunk; Erythema; Scars; Hypertrophic scars; Surgery; Upper trunk; Nuclear medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008045852,0.0001036375,0.0003872091,0.0001795625,0.00006558064,0.00004192569,0.000112215,0.00003008161,0.0001220364],"category_scores_gemma":[0.0005401878,0.00006625143,0.0001203447,0.0002891691,0.0000517093,0.00005764699,0.00003588227,0.0003148476,0.0001268903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004751518,"about_ca_system_score_gemma":0.00009769718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001052114,"about_ca_topic_score_gemma":0.000005632913,"domain_scores_codex":[0.9978212,0.0007983524,0.0006262489,0.0001509562,0.0003941388,0.0002091158],"domain_scores_gemma":[0.9989096,0.00005898202,0.0001991142,0.0002724078,0.000421811,0.0001381064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009478181,0.007030711,0.5364783,0.04317283,0.002397415,0.1785061,0.007565283,0.0007229869,0.2004228,0.003973065,0.004331104,0.01445154],"study_design_scores_gemma":[0.01406774,0.001144567,0.824147,0.04194561,0.000681011,0.09056206,0.008787409,0.002698876,0.013782,0.0002278362,0.001271976,0.000683922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863575,0.002649139,0.0002563256,0.001263704,0.0002097343,0.000184851,0.000001903308,0.00001374881,0.009063067],"genre_scores_gemma":[0.9968878,0.0008231284,0.0003474994,0.00007538941,0.00008076202,0.000001557852,0.000006984352,0.00002085118,0.001756025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2876687,"threshold_uncertainty_score":0.2701655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0367931839973876,"score_gpt":0.2960984883530481,"score_spread":0.2593053043556605,"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."}}