{"id":"W4390512633","doi":"10.17352/2455-8605.000049","title":"The efficacy of single treatment of fractionated CO2 laser to improve scars in rhinoplasty","year":2023,"lang":"en","type":"article","venue":"International Journal of Dermatology and Clinical Research","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scars; Medicine; Surgery; Vascularity; Rhinoplasty; Dermabrasion; Nose","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":[0.0009769073,0.000069997,0.0003764292,0.0004511558,0.00005267038,0.00001353273,0.000199868,0.000125849,0.00002766916],"category_scores_gemma":[0.002439793,0.00003812411,0.0001389863,0.0003229969,0.0004518312,0.0000452547,0.00009420278,0.0003343694,0.00002098995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007445991,"about_ca_system_score_gemma":0.0002654742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004036742,"about_ca_topic_score_gemma":0.00003433992,"domain_scores_codex":[0.9977341,0.0003488,0.0008662044,0.0001337375,0.0006913081,0.0002258579],"domain_scores_gemma":[0.9928765,0.005679788,0.0001854503,0.0001275915,0.0009802723,0.0001503825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008187907,0.003813987,0.8584673,0.00002883934,0.001228015,0.003120507,0.0002777207,0.0000189887,0.0025958,0.0005865084,0.002481392,0.1191931],"study_design_scores_gemma":[0.01049795,0.003139147,0.9573627,0.0001976446,0.00004376895,0.002173272,0.0007272621,0.0002554447,0.01360765,0.0009224365,0.01100977,0.00006292386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836114,0.0002493296,0.000004880998,0.01504941,0.0003611631,0.0002075842,0.000008514208,0.000003592321,0.0005041296],"genre_scores_gemma":[0.9968932,0.002504815,0.00005856586,0.00003177997,0.00006152055,0.000005853353,0.000004276508,0.000005651934,0.0004343115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1191302,"threshold_uncertainty_score":0.2920836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1343336152363087,"score_gpt":0.5183412737329,"score_spread":0.3840076584965913,"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."}}