{"id":"W2314166393","doi":"10.1097/dss.0000000000000680","title":"Prevention of Thyroidectomy Scars in Asian Adults With Low-Level Light Therapy","year":2016,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scars; Medicine; Thyroidectomy; Light therapy; Cosmetic Techniques; Surgery; Dermatology; 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":[0.0002419287,0.0001297921,0.0004244489,0.0001903579,0.00002224957,0.000002037615,0.00007477111,0.0001024832,0.0001138527],"category_scores_gemma":[0.00009901201,0.00006880739,0.00008711447,0.000351598,0.0001070127,0.00008311323,0.00001492737,0.00007972062,0.00002502994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000300167,"about_ca_system_score_gemma":0.0001207369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008521361,"about_ca_topic_score_gemma":0.00001156901,"domain_scores_codex":[0.9988838,0.00006327237,0.0003991179,0.0002347505,0.0002133375,0.0002057427],"domain_scores_gemma":[0.9990698,0.0002317249,0.0001604184,0.0003712671,0.00008758037,0.00007920522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001097646,0.0007140092,0.8276668,0.000225511,0.00007296369,0.0004059219,0.0002288115,2.145139e-7,0.005570845,0.0001426831,0.00654218,0.1573324],"study_design_scores_gemma":[0.005490104,0.0001652606,0.8287244,0.002512092,0.00004335813,0.002098661,0.0003482266,0.00000554979,0.1534554,0.0005477761,0.006377523,0.0002316161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931777,0.0003445174,0.0005808037,0.003371853,0.00009666778,0.0004309966,0.000005630216,0.00004819127,0.001943695],"genre_scores_gemma":[0.9985369,0.0004084315,0.0002625781,0.000235223,0.00003767882,0.0001200623,0.00002380058,0.00001212662,0.0003632109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1571008,"threshold_uncertainty_score":0.2805884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460129142075233,"score_gpt":0.2723742789318861,"score_spread":0.2477729875111338,"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."}}