{"id":"W2326298314","doi":"10.1097/01.prs.0000445043.47203.9e","title":"Abstract P43","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":"University of Toronto","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005854144,0.0007689221,0.0005423605,0.001342377,0.0009837192,0.002596685,0.000745405,0.0019019,0.7850146],"category_scores_gemma":[0.002934921,0.0002778312,0.0005760901,0.0008152697,0.0003500768,0.0009170404,0.001005466,0.001329892,0.5338157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008040487,"about_ca_system_score_gemma":0.002052361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003242984,"about_ca_topic_score_gemma":0.005498628,"domain_scores_codex":[0.9996055,0.00003641196,0.00002554002,0.00005153424,0.0002074441,0.00007361593],"domain_scores_gemma":[0.9968779,0.0003453293,0.00008118932,0.0001346675,0.001690636,0.0008701837],"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":[0.0000677779,0.00003793589,0.0001553684,0.00009760427,0.000002787076,0.00007457112,0.000007390896,0.0000315789,0.0002019609,0.0005478232,0.9494215,0.04935371],"study_design_scores_gemma":[0.00005789951,0.00007172178,0.001962523,0.0002228944,0.00000656032,0.0001585204,0.00003510805,0.00009713697,0.0002580373,0.001055397,0.9960681,0.000006038033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001161433,0.001866732,0.0007340329,0.01334437,0.04010892,0.0004312869,0.004943183,0.0006634123,0.9367466],"genre_scores_gemma":[0.002811236,0.0009001882,0.0002371078,0.002591875,0.006983304,0.00008216898,0.001416555,0.0001205446,0.984857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2149854,"threshold_uncertainty_score":0.3066505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855569128468622,"score_gpt":0.2506477168698056,"score_spread":0.2320920255851194,"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."}}