{"id":"W4411432897","doi":"10.63682/jns.v14i32s.7448","title":"Microporous Tape and Post Surgical Scars","year":2025,"lang":"en","type":"article","venue":"Journal of Neonatal Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Scars; Surgery; Massage; Microporous material; Hypertrophic scars; Hypertrophic scar","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":[0.0002928205,0.00008393853,0.0003851364,0.0002649543,0.00005187417,0.00002274086,0.0000431942,0.00007146164,0.0001182463],"category_scores_gemma":[0.0001051364,0.00005062983,0.0001741188,0.0001520017,0.0001083973,0.00006920077,0.00004364395,0.0002219616,0.000006771334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003120109,"about_ca_system_score_gemma":0.0002336406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001983664,"about_ca_topic_score_gemma":8.504409e-7,"domain_scores_codex":[0.9991257,0.00004216502,0.0003356125,0.00008873361,0.0002352877,0.0001724837],"domain_scores_gemma":[0.999116,0.0003753969,0.00009646051,0.00008402659,0.0001853368,0.0001428035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001413239,0.0003394047,0.2947808,0.000173931,0.0004839099,0.03731107,0.00005931804,3.438363e-7,0.001229051,0.0001074438,0.02942624,0.6346753],"study_design_scores_gemma":[0.003471883,0.0004250081,0.5328975,0.0006890642,0.0001973267,0.1007351,0.0004500529,0.00001081094,0.002357869,0.0002127698,0.3583833,0.0001693709],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827219,0.01035222,0.00001023759,0.005171304,0.0002946799,0.00005807865,0.000004475523,0.000006834158,0.001380214],"genre_scores_gemma":[0.9957014,0.001579668,0.0001744544,0.0002164074,0.00008173496,6.451047e-7,0.000004335986,0.00000588571,0.002235414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6345059,"threshold_uncertainty_score":0.2064624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196049205909506,"score_gpt":0.3015537664332363,"score_spread":0.2895932743741412,"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."}}