{"id":"W4394904706","doi":"10.2147/ccid.s444885","title":"Very Early Pulsed Dye Laser Intervention for Optimal Cosmetic Outcome in Post-Thyroidectomy Scars","year":2024,"lang":"en","type":"article","venue":"Clinical Cosmetic and Investigational Dermatology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Amorepacific Corporation","keywords":"Scars; Thyroidectomy; Medicine; Surgery; Intervention (counseling); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004619756,0.00011121,0.0002271096,0.0003129212,0.0002303712,0.0002540702,0.0001473349,0.0002002457,0.001555994],"category_scores_gemma":[0.001541385,0.00006035761,0.000273081,0.0001918883,0.0001699416,0.0001574029,0.000148272,0.000306305,0.0001323821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002259599,"about_ca_system_score_gemma":0.0005193212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002403198,"about_ca_topic_score_gemma":0.0003793187,"domain_scores_codex":[0.9997366,0.00007964583,0.00003096076,0.00002467042,0.00008340963,0.00004462263],"domain_scores_gemma":[0.9986356,0.0003937781,0.000629493,0.00004095797,0.00009788419,0.0002023247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003413149,0.0006377736,0.8951838,0.000263793,0.00005917265,0.002841538,0.0001643827,0.0002899645,0.01986592,0.0001256519,0.0003242497,0.0768306],"study_design_scores_gemma":[0.00007585598,0.003437758,0.9753543,0.00009917725,0.0000935748,0.01328514,0.0003450372,0.0007815526,0.005575189,0.0001411492,0.000798186,0.00001294038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966228,0.002029857,0.0006752086,0.00005529114,0.00001250075,0.00002762969,0.00003081633,0.000009277995,0.0005366732],"genre_scores_gemma":[0.9994377,0.0001920105,0.0002488643,0.00001318296,0.0000102805,0.00000844326,0.00002035075,0.000001148799,0.00006792698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001555994,"threshold_uncertainty_score":0.005205393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0827543354014382,"score_gpt":0.4259687018100228,"score_spread":0.3432143664085846,"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."}}