{"id":"W2923849047","doi":"10.1002/hed.25745","title":"Tracheostomy scar management by repositioning platysma muscle and applying an acellular dermal substitute","year":2019,"lang":"en","type":"article","venue":"Head & Neck","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Scars; Surgery; Scar tissue","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":[0.0001023812,0.0001490568,0.0002093731,0.00005643372,0.000128501,0.00003664306,0.00005457368,0.00007377956,0.00009659791],"category_scores_gemma":[0.000002633252,0.0001435448,0.00004972234,0.0001011933,0.00004268144,0.000192792,0.00002947717,0.0001689375,0.00007727249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002928307,"about_ca_system_score_gemma":0.0000137346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007446204,"about_ca_topic_score_gemma":0.00001142492,"domain_scores_codex":[0.9989401,0.00001861123,0.0002007535,0.0003519775,0.0001979891,0.0002905641],"domain_scores_gemma":[0.9995005,0.00001146621,0.00004539402,0.0002492515,0.00001968486,0.0001737033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008848508,0.00188078,0.2638076,0.00322293,0.0004050507,0.001064048,0.003550002,0.0004495856,0.2452327,0.00430129,0.004232069,0.4709691],"study_design_scores_gemma":[0.01561185,0.001492594,0.7021758,0.001206222,0.0005911554,0.0006224682,0.004440797,0.01182771,0.01469598,0.0002962073,0.2457002,0.001338969],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906383,0.001232457,0.0002472049,0.0005561414,0.00008097214,0.0006394742,0.000004459552,0.0001126039,0.006488415],"genre_scores_gemma":[0.9960508,0.00005529197,0.001718303,0.0004992646,0.00005283624,0.00004210325,0.0001052217,0.00002564095,0.001450478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4696302,"threshold_uncertainty_score":0.5853589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008827527570250336,"score_gpt":0.2442703274484417,"score_spread":0.2354427998781914,"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."}}