{"id":"W1970418644","doi":"10.1001/2013.jamadermatol.668","title":"Evaluation of Clinical Results, Histological Architecture, and Collagen Expression Following Treatment of Mature Burn Scars With a Fractional Carbon Dioxide Laser","year":2012,"lang":"en","type":"article","venue":"JAMA Dermatology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scars; Medicine; Carbon dioxide laser; Stain; Pathology; Biopsy; Type I collagen; Staining; Laser; Laser 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":[],"consensus_categories":[],"category_scores_codex":[0.0006780155,0.000180782,0.0007992091,0.000145045,0.00005259608,0.000004419761,0.00005332939,0.0003825298,0.00002082482],"category_scores_gemma":[0.0004084376,0.00009923591,0.000146172,0.0001318736,0.0002521218,0.00005979378,0.00003802651,0.000155651,0.000001769672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008315225,"about_ca_system_score_gemma":0.0002117761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005157097,"about_ca_topic_score_gemma":0.000009322848,"domain_scores_codex":[0.997429,0.000671531,0.0006216404,0.0002824983,0.0006948311,0.0003005525],"domain_scores_gemma":[0.9984809,0.0005140476,0.0003046854,0.0002828004,0.0002261128,0.0001914934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00616008,0.002885024,0.9530753,0.0001318197,0.001153994,0.0005363399,0.0009429443,0.00003849841,0.004170255,0.00009407011,0.0006240422,0.03018767],"study_design_scores_gemma":[0.03117902,0.001913469,0.9011369,0.0002734444,0.001995231,0.008485947,0.0006140547,0.0006525862,0.0464615,0.0003184772,0.006711193,0.0002581718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911633,0.003165776,0.00003165217,0.001332607,0.0001528055,0.0006245134,0.00002010603,0.00002112453,0.003488142],"genre_scores_gemma":[0.9978545,0.0001290226,0.001651798,0.0000493479,0.00007227311,0.00006014256,0.00006983012,0.00001270825,0.0001003958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05193836,"threshold_uncertainty_score":0.4046723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07094783433770088,"score_gpt":0.390603186045619,"score_spread":0.3196553517079181,"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."}}