{"id":"W2386832014","doi":"","title":"Radiofrequency ablation therapy for pathological scar","year":2014,"lang":"en","type":"article","venue":"Dalian Yike Daxue xuebao","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scars; Medicine; Ablation; Radiofrequency ablation; Pathological; Surgery; Scar tissue; Pathology; Internal medicine","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":[0.0003120665,0.0001415942,0.0002696735,0.00007490478,0.0001306846,0.00002637219,0.00009719372,0.0001319897,0.0002892869],"category_scores_gemma":[0.0001639315,0.0001100988,0.0001550539,0.0001391264,0.00007134819,0.00007302905,0.00001172196,0.0001300051,0.00006675748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005810575,"about_ca_system_score_gemma":0.00005495435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003107974,"about_ca_topic_score_gemma":0.000004624399,"domain_scores_codex":[0.9989901,0.00004983732,0.0002220008,0.000297326,0.0001730625,0.0002677386],"domain_scores_gemma":[0.9992323,0.0001027048,0.00005496341,0.0003819031,0.00008425656,0.0001438981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001509393,0.0007952898,0.04789235,0.0002244193,0.0001552496,0.0001061974,0.001596627,0.00007295216,0.07709111,0.04271795,0.1542614,0.6735771],"study_design_scores_gemma":[0.003857903,0.0008655325,0.04433404,0.00006183505,0.00005529105,0.0001337859,0.00004292355,0.0009732965,0.002618017,0.0041655,0.9426429,0.0002490026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9091109,0.001928688,0.03390834,0.01019509,0.001519686,0.002586193,0.0002560724,0.0004687343,0.04002627],"genre_scores_gemma":[0.9901692,0.0001914967,0.003577274,0.002166511,0.0008615367,0.0001207285,0.0002919432,0.00002886394,0.002592391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7883815,"threshold_uncertainty_score":0.4489699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03048243052344325,"score_gpt":0.309172385448407,"score_spread":0.2786899549249637,"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."}}