{"id":"W2159279194","doi":"10.1046/j.1524-475x.2001.00123.x","title":"DEVELOPMENT OF NONINVASIVE AND QUANTITATIVE METHODOLOGIES FOR THE ASSESSMENT OF CHRONIC ULCERS AND SCARS IN HUMANS","year":2001,"lang":"en","type":"article","venue":"Wound Repair and Regeneration","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Scars; Hypertrophic scars; Dermis; Laser Doppler velocimetry; Hypertrophic scar; Blood flow; Dermatology; Pathology; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004102487,0.00006059719,0.0001740399,0.00006230691,0.0001005601,0.000006972275,0.00001486831,0.00004596981,0.000002312368],"category_scores_gemma":[0.00003492685,0.00003149206,0.00002196654,0.0000557413,0.0001807376,0.00003038148,0.00002084179,0.00004211189,2.525461e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003889276,"about_ca_system_score_gemma":0.0001250076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002948076,"about_ca_topic_score_gemma":0.0002738389,"domain_scores_codex":[0.9994639,0.00005613365,0.0001817765,0.0001283699,0.00008856539,0.000081256],"domain_scores_gemma":[0.9995571,0.000238228,0.00005815288,0.00006762202,0.00005918729,0.00001964319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001105625,0.001006322,0.3972655,0.003096697,0.002242491,0.00007892416,0.02867604,0.0006836251,0.1484185,0.04746372,0.0006734877,0.3692891],"study_design_scores_gemma":[0.005039479,0.001751176,0.9325134,0.0003103288,0.0002109854,0.0001614026,0.01150567,0.01189458,0.03315004,0.0007033355,0.002584275,0.0001752857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893826,0.004367173,0.004946105,0.0004680472,0.00003015386,0.0005651879,0.000001939966,0.000006943091,0.0002318338],"genre_scores_gemma":[0.9298369,0.002928278,0.06689002,0.00001102921,0.00001155197,0.00005331616,0.000009921042,0.000003613225,0.0002553832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5352479,"threshold_uncertainty_score":0.1284209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1209001317106444,"score_gpt":0.4277735786911071,"score_spread":0.3068734469804626,"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."}}