{"id":"W4285677673","doi":"10.1111/jocd.15247","title":"Keloid therapy: A neoteric comparative study","year":2022,"lang":"en","type":"article","venue":"Journal of Cosmetic Dermatology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cryotherapy; Medicine; Bleomycin; Keloid; Scars; Lesion; Surgery; Dermis; Dermatology; Histopathological examination; Chemotherapy; Pathology","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":[0.0002856612,0.0001372873,0.0007601153,0.0003636421,0.0001933622,0.00001554572,0.0002155113,0.00003380139,0.0009066698],"category_scores_gemma":[0.00002949053,0.00008905407,0.0001618938,0.0003305481,0.0001056729,0.00004788611,0.0001113955,0.0005352847,0.00002589741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008868283,"about_ca_system_score_gemma":0.000265269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005758313,"about_ca_topic_score_gemma":6.463046e-7,"domain_scores_codex":[0.997915,0.0005700578,0.0005611699,0.0001337572,0.000554754,0.0002653156],"domain_scores_gemma":[0.9989714,0.0001663786,0.000317548,0.0002009922,0.0001939147,0.0001497383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.01103303,0.04627404,0.6494749,0.0001167564,0.00656644,0.09946935,0.02267559,0.0002032585,0.004271725,0.0006349607,0.1256667,0.03361321],"study_design_scores_gemma":[0.03404218,0.02587902,0.2889332,0.00003684334,0.0005261793,0.3666529,0.03437231,0.0003519078,0.001413001,0.001392663,0.2459857,0.0004140727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899125,0.002139088,0.00006001836,0.00439356,0.0003628976,0.000483091,0.00000223006,0.00001379355,0.002632818],"genre_scores_gemma":[0.9984125,0.0001054243,0.0002805153,0.0007009892,0.00003681084,0.00003111221,0.000002002727,0.00001130415,0.0004193649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3605417,"threshold_uncertainty_score":0.9927399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0758294323682324,"score_gpt":0.3823216915947568,"score_spread":0.3064922592265243,"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."}}