{"id":"W4409073685","doi":"10.1093/jbcr/iraf019.324","title":"695 Impact of Semirigid Silicone Neck Collars in Burn Patients over One Year","year":2025,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Silicone; Surgery","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":[0.0003548791,0.0001771637,0.0003272278,0.0002885311,0.0004598888,0.0003412288,0.0001460445,0.0002789853,0.001533885],"category_scores_gemma":[0.000700003,0.00009496025,0.0004595474,0.0002373212,0.0002174124,0.0002046259,0.0003778269,0.0003900136,0.0001933073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003958921,"about_ca_system_score_gemma":0.0002711533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00216544,"about_ca_topic_score_gemma":0.004271638,"domain_scores_codex":[0.9997397,0.00004200364,0.00002891577,0.0000339855,0.00007584004,0.00007950303],"domain_scores_gemma":[0.9995541,0.00005503797,0.0001744242,0.00001611339,0.00005732734,0.00014293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001565277,0.001835152,0.9537388,0.000122726,0.00009159951,0.003515195,0.001300737,0.0002992525,0.00568849,0.00003738404,0.0003289887,0.03147626],"study_design_scores_gemma":[0.0000286353,0.01097346,0.9803895,0.00003327397,0.00006770085,0.003914404,0.002578645,0.0004109931,0.0008854339,0.00002431199,0.000668761,0.00002488028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996409,0.00006879045,0.00001762103,0.00001610316,0.000002920015,0.000009856019,0.00002633184,0.00000103403,0.000216242],"genre_scores_gemma":[0.9996713,0.00006513819,0.00004644192,0.00001951616,0.000002558101,0.000005917562,0.00004031186,3.351044e-7,0.00014854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00216544,"threshold_uncertainty_score":0.005131364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04392286562927719,"score_gpt":0.4440681408241536,"score_spread":0.4001452751948764,"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."}}