{"id":"W2317365585","doi":"10.1097/01.prs.0000445862.27932.c3","title":"Abstract P16","year":2014,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Reconstructive surgery; Plastic surgery; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006886379,0.0008124285,0.0005683836,0.001620176,0.001055907,0.003086234,0.0008291116,0.001890754,0.7930533],"category_scores_gemma":[0.003749934,0.0002816149,0.0006689978,0.0009223163,0.0003799164,0.0009948479,0.00127272,0.001373233,0.5418202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009074633,"about_ca_system_score_gemma":0.002351807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002889056,"about_ca_topic_score_gemma":0.005622446,"domain_scores_codex":[0.9995086,0.00004993833,0.00003051778,0.00005547695,0.0002689021,0.0000864995],"domain_scores_gemma":[0.9963928,0.0003750744,0.00009353951,0.0001864587,0.001909186,0.001042935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006582829,0.0000410297,0.0001648647,0.0001076833,0.000002847653,0.00006259277,0.000008052696,0.00002779636,0.0001803973,0.0005300753,0.9538837,0.04492516],"study_design_scores_gemma":[0.00005008539,0.00006395288,0.001477533,0.0002377201,0.000005613459,0.0001276843,0.00003741212,0.00007345867,0.0002301253,0.001057098,0.9966335,0.000005845669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001234538,0.001923852,0.000899217,0.01415328,0.05751722,0.0006090558,0.007584978,0.0008633175,0.9152146],"genre_scores_gemma":[0.002714407,0.0008703466,0.000270015,0.002264659,0.007902676,0.0001035746,0.00190979,0.0001508653,0.9838136],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2069467,"threshold_uncertainty_score":0.2951844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837080906719724,"score_gpt":0.2503490199709388,"score_spread":0.2319782109037415,"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."}}