{"id":"W2416596364","doi":"","title":"Cosmetic and functional outcomes after preoperative tissue expansion of radial forearm free flap donor sites: a cohort study.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cosmesis; Medicine; Forearm; Surgery; Scars; Cohort; Internal medicine","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":[0.0003811516,0.0001447036,0.0004113064,0.0001372179,0.00003456477,0.00000775559,0.0000440633,0.00006820929,0.0001934582],"category_scores_gemma":[0.0001537463,0.0001081201,0.00009168695,0.00008893453,0.0001627499,0.0001189672,0.0000617111,0.0001046889,0.000002503379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003028358,"about_ca_system_score_gemma":0.00003008172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009284398,"about_ca_topic_score_gemma":0.00003888086,"domain_scores_codex":[0.9990422,0.00007169021,0.0002554217,0.0002695755,0.0001741257,0.0001869472],"domain_scores_gemma":[0.9993552,0.0000554697,0.00006481479,0.0002978211,0.0001205535,0.0001061636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003797213,0.0002002078,0.9762875,0.00002953264,0.0003466107,0.00002091491,0.0005727468,1.780979e-8,0.0003665289,0.0000254376,0.0002022511,0.02156857],"study_design_scores_gemma":[0.001157108,0.0001462013,0.9737135,0.00001328924,0.0002667953,0.0000538494,0.0001692636,6.883188e-7,0.02406806,0.000188909,0.0001176176,0.0001047795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949279,0.0002889302,0.0003090739,0.00002618818,0.0001253453,0.002629067,0.00001596056,0.00004980854,0.00162766],"genre_scores_gemma":[0.9960872,0.00002200916,0.001005216,0.00007101939,0.00004271026,0.002259312,0.00001121112,0.000015528,0.0004858113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02370154,"threshold_uncertainty_score":0.4409011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02750757423700558,"score_gpt":0.2352296782494039,"score_spread":0.2077221040123983,"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."}}