{"id":"W4362557598","doi":"10.3390/biomedicines11041089","title":"Correlation between Collagen Type I/III Ratio and Scar Formation in Patients Undergoing Immediate Reconstruction with the Round Block Technique after Breast-Conserving Surgery","year":2023,"lang":"en","type":"article","venue":"Biomedicines","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Type I collagen; Medicine; Breast reconstruction; Surgery; Pathology; Internal medicine; Breast cancer; Cancer","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":[0.0003489651,0.0001362013,0.0002401784,0.0004858069,0.0001141031,0.00002449444,0.00002425678,0.0001223835,0.000008666902],"category_scores_gemma":[0.00002482836,0.00008623398,0.00002435237,0.0009000685,0.0001335966,0.0002638169,0.00002136131,0.00009562616,0.000009039395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007400865,"about_ca_system_score_gemma":0.00008517045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007309862,"about_ca_topic_score_gemma":0.0001387544,"domain_scores_codex":[0.9990706,0.00005765281,0.0003106795,0.000173874,0.0001996031,0.0001876135],"domain_scores_gemma":[0.999307,0.0002298305,0.0001545852,0.0001173827,0.0001290991,0.00006209675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004628881,0.00001202286,0.939015,0.0001423323,0.00004037302,0.00001181124,0.00035841,0.000004108605,0.0005078849,0.000002244355,0.0004585747,0.05898433],"study_design_scores_gemma":[0.00150362,0.0001315396,0.9899954,0.000779047,0.0001090799,0.005662043,0.0007359883,0.0005464314,0.0003313767,0.00003726962,0.00003967534,0.0001285966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972439,0.00006320044,0.0002568025,0.001222601,0.0004279164,0.000649631,0.00001030613,0.00008634083,0.00003933078],"genre_scores_gemma":[0.9992092,0.00005842049,0.0000721127,0.00003554301,0.0002916794,0.00004571323,0.0002012373,0.00001599953,0.00007013448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05885573,"threshold_uncertainty_score":0.351652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218443953041454,"score_gpt":0.2211923807367041,"score_spread":0.2090079412062896,"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."}}