{"id":"W4398783278","doi":"10.1002/lary.31489","title":"Outcomes of Radial Forearm Free Flap Closure With Split‐Thickness Skin Graft Versus Primary Closure","year":2024,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Closure (psychology); Forearm; Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006738133,0.0002828765,0.0006570948,0.0001493372,0.00008837244,0.00003616297,0.0002940227,0.0001767013,0.0001626954],"category_scores_gemma":[0.00007401499,0.0001596903,0.0003756378,0.0003948248,0.0004420792,0.0001589358,0.0001202099,0.0005126547,0.00002802792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006292842,"about_ca_system_score_gemma":0.0002723485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000140189,"about_ca_topic_score_gemma":0.0000565451,"domain_scores_codex":[0.9984653,0.0001241522,0.0003380981,0.0003611404,0.0003892541,0.000322047],"domain_scores_gemma":[0.9985689,0.0002986047,0.00008218514,0.0008497955,0.000112484,0.00008805036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01504152,0.001044611,0.6288315,0.006463164,0.01769279,0.001883983,0.005160639,0.000009291822,0.06442165,0.04560767,0.06554589,0.1482973],"study_design_scores_gemma":[0.01012491,0.00242573,0.6893668,0.002234172,0.003619776,0.00172048,0.0004951532,0.00002750699,0.1500904,0.004514494,0.1342715,0.001109082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979033,0.004148195,0.0003647391,0.00153365,0.0006956655,0.0008127005,0.00006892464,0.0002916209,0.01305153],"genre_scores_gemma":[0.9933599,0.0003183409,0.003697433,0.0004056217,0.0003366683,0.00006835741,0.00008459782,0.00009052311,0.00163858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1471882,"threshold_uncertainty_score":0.651198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138437485679297,"score_gpt":0.2577871314756872,"score_spread":0.2464027566188942,"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."}}