{"id":"W3092162385","doi":"10.1002/lsm.23331","title":"Heterogeneous Features of Keloids Assessed by Laser Speckle Contrast Imaging: A Cross‐Sectional Study","year":2020,"lang":"en","type":"article","venue":"Lasers in Surgery and Medicine","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Keloid; Medicine; Perfusion; Speckle pattern; Stage (stratigraphy); Dermatology; Pathology; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000540121,0.0001909706,0.0002045594,0.0008486422,0.0002568132,0.0003750623,0.0001279561,0.0002882899,0.001320903],"category_scores_gemma":[0.001107632,0.0002860459,0.0002051125,0.0003786809,0.0003247846,0.0004779329,0.0002770358,0.0002408841,0.0002454579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265312,"about_ca_system_score_gemma":0.0001089163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000575788,"about_ca_topic_score_gemma":0.0006194648,"domain_scores_codex":[0.999755,0.00005183702,0.00002469752,0.00008077597,0.00004816431,0.00003961344],"domain_scores_gemma":[0.9990975,0.000206589,0.0003442657,0.00005902392,0.000139235,0.0001534298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001567858,0.00008037453,0.9949961,0.00001261444,0.00003051025,0.000747867,0.0002507015,0.00002651712,0.002142,0.00001535674,0.00003029954,0.001510855],"study_design_scores_gemma":[0.000009133648,0.0003980067,0.9945217,0.000005884907,0.00003412372,0.00389965,0.0004102497,0.0001962043,0.0003420698,0.00001432596,0.0001613895,0.000007278084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996038,0.0001057481,0.0001052217,0.000003504465,0.000001097016,0.00000747146,0.00002141053,0.000001468753,0.0001502684],"genre_scores_gemma":[0.9997596,0.00005390896,0.00008885009,0.000007849473,0.00000445341,0.000004888195,0.00003378462,8.10751e-7,0.00004591371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001320903,"threshold_uncertainty_score":0.00441885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469878089285954,"score_gpt":0.3391436269604518,"score_spread":0.3044448460675923,"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."}}