{"id":"W4381122252","doi":"10.20944/preprints202306.1248.v1","title":"Sequential and Combined Efficacious Management of Auricular keloid: A Novel Treatment Protocol Employing Ablative CO<sub>2</sub> and Dye Laser Therapy – An Advanced Single-Center Clinical Investigation","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Keloid; Ablative case; Clinical trial; Surgery; Randomized controlled trial; Dermatology; Internal medicine; Radiation therapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008496108,0.0006627408,0.001241576,0.0002874872,0.0001783136,0.00005314534,0.0002442181,0.0004873305,0.00005776381],"category_scores_gemma":[0.00008682053,0.0004983437,0.000266966,0.0002038048,0.000538644,0.0001219092,0.0008831827,0.0005402883,0.00005044772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104882,"about_ca_system_score_gemma":0.0001823249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000354481,"about_ca_topic_score_gemma":0.00001507033,"domain_scores_codex":[0.9955039,0.0004421576,0.001201398,0.001611029,0.0007092241,0.0005323103],"domain_scores_gemma":[0.9973828,0.0001748938,0.0006191308,0.001102028,0.000266268,0.0004549183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007355182,0.01090092,0.8526822,0.002355291,0.005473642,0.0008858578,0.002273474,0.0002260724,0.09037474,0.0001697733,0.00005299737,0.02724991],"study_design_scores_gemma":[0.03545797,0.002658318,0.8433136,0.001768652,0.0004967049,0.00008491994,0.000202961,0.0006814388,0.1122513,0.0004726164,0.001910839,0.0007007687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367794,0.00005691294,0.00007578389,0.0004084558,0.0001627632,0.06172002,0.00007526235,0.0002217759,0.0004995947],"genre_scores_gemma":[0.9602811,0.0008960895,0.001044526,0.00008073044,0.00007780075,0.03652217,0.0003886717,0.0001018719,0.000607061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02810279,"threshold_uncertainty_score":0.9997468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.289780711135635,"score_gpt":0.4496176331497281,"score_spread":0.1598369220140932,"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."}}