{"id":"W3027609446","doi":"10.1177/2292550320925922","title":"Donor Site Scar Preference in Patients Requiring Free Flap Reconstruction","year":2020,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Scars; Thigh; Abdomen; Surgery; Groin; Free flap; Upper abdomen","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":[0.0002403675,0.0001820627,0.0004908349,0.0002437313,0.00004160932,0.00001932867,0.00006931282,0.0001163956,0.0001687789],"category_scores_gemma":[0.005058607,0.0001764606,0.0001807197,0.000355556,0.0000932987,0.0002370374,0.000066617,0.0002620469,0.0000589566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007688859,"about_ca_system_score_gemma":0.0001019067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002276036,"about_ca_topic_score_gemma":0.000006475023,"domain_scores_codex":[0.9985681,0.0000786872,0.0004653856,0.0003982737,0.0001989039,0.0002906861],"domain_scores_gemma":[0.9978963,0.001442618,0.0001242794,0.0002648096,0.0001039471,0.0001681131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002999597,0.00004970529,0.9498156,0.0001199793,0.00004123491,0.00002630831,0.00007610209,0.000004188405,0.003493411,0.000009201103,0.0009506756,0.0451136],"study_design_scores_gemma":[0.001152937,0.0001159524,0.972235,0.0008467536,0.00007237661,0.00007868877,0.00005315664,0.0002385155,0.02348331,0.00008757106,0.001288088,0.0003476987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971026,0.00008236575,0.0006779124,0.00008366866,0.001242469,0.0002045633,0.00001829706,0.0001689502,0.0004191989],"genre_scores_gemma":[0.998666,0.00006942539,0.0009119278,0.0001001173,0.0001506772,0.00002328488,0.00004622305,0.00002366178,0.00000862976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0447659,"threshold_uncertainty_score":0.7195854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03613223542378054,"score_gpt":0.2184778476397743,"score_spread":0.1823456122159937,"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."}}