{"id":"W4313637626","doi":"10.2147/ccid.s392461","title":"Clinical Observation of Sequential Laser Therapy Combined with Tension Reducer for Postoperative Tension Incision Scar Growth","year":2023,"lang":"en","type":"article","venue":"Clinical Cosmetic and Investigational Dermatology","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reducer; Tension (geology); Medicine; Surgery; High tension; Materials science; Mechanical engineering; Engineering; Composite material; Compression (physics)","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":[0.000880964,0.0001636235,0.0006447991,0.0001169521,0.0001407937,0.000007696608,0.00007328932,0.0002876936,0.00002211427],"category_scores_gemma":[0.001977055,0.0001128889,0.000118222,0.0003927158,0.001233059,0.00008883113,0.00005758752,0.0002762246,0.00001721637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001341017,"about_ca_system_score_gemma":0.0003011251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005277944,"about_ca_topic_score_gemma":0.000001479796,"domain_scores_codex":[0.9977725,0.0002413512,0.001086612,0.0004405053,0.0002744556,0.0001845944],"domain_scores_gemma":[0.9966108,0.001648841,0.0002859766,0.000260231,0.0009570653,0.0002370861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007092092,0.001028579,0.8804432,0.0003258857,0.0004122068,0.0001111672,0.000187004,0.00001925542,0.01246768,0.01912203,0.06968828,0.009102571],"study_design_scores_gemma":[0.01381501,0.003942654,0.9361645,0.0003396388,0.0003044984,0.0005610535,0.0001512062,0.01390963,0.008433642,0.0164952,0.005641721,0.0002412499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979017,0.00007859655,0.001671562,0.01784229,0.0002781512,0.0009518762,0.00002385832,0.00005762267,0.00007911571],"genre_scores_gemma":[0.9831609,0.0005974857,0.008642609,0.006076813,0.0001691768,0.00009483171,0.0009317995,0.00002135914,0.0003049874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06404656,"threshold_uncertainty_score":0.4603475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132216722498032,"score_gpt":0.4041161164627252,"score_spread":0.2718993939646931,"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."}}