{"id":"W4283070903","doi":"10.1089/wound.2022.0025","title":"Early Postoperative Injections of Polydeoxyribonucleotide Prevent Hypertrophic Scarring After Thyroidectomy: A Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"Advances in Wound Care","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Scars; Surgery; Vascularity; Randomized controlled trial; Erythema; Hypertrophic scar; Thyroidectomy; Anesthesia; Thyroid; Internal medicine","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":[0.0003023843,0.0001599001,0.00116099,0.0002397071,0.0001529981,0.00001476895,0.0000948147,0.00004035119,0.0002538976],"category_scores_gemma":[0.0002344582,0.0001039858,0.0003549767,0.0002874954,0.0001631183,0.0001466971,0.0001011242,0.0003236831,0.000002879586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239285,"about_ca_system_score_gemma":0.0001831754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000132041,"about_ca_topic_score_gemma":0.00004923638,"domain_scores_codex":[0.9980381,0.0005056895,0.0005080501,0.0002650096,0.00043478,0.000248357],"domain_scores_gemma":[0.9991111,0.0003398152,0.0001269788,0.0002314488,0.0001239809,0.00006669432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9901425,0.0004691193,0.00364475,0.00004522009,0.0002437748,0.0002466372,0.002959257,0.0002433248,0.0002222009,0.0002305381,0.00000695662,0.001545758],"study_design_scores_gemma":[0.9910405,0.001558642,0.001230269,0.00006829197,0.0001776026,0.0000746153,0.004184085,0.00004291077,0.0001843,0.000214093,0.001102219,0.0001224432],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966578,0.02371033,0.000009395631,0.000318641,0.0004087409,0.004939695,0.00002269754,0.00002504059,0.003987476],"genre_scores_gemma":[0.9946446,0.00055499,0.0001382749,0.0001092074,0.00004649655,0.003687751,0.00001335445,0.00001624806,0.0007890215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02806667,"threshold_uncertainty_score":0.4240417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006872295474976438,"score_gpt":0.2970989661732376,"score_spread":0.2902266706982611,"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."}}