{"id":"W2793028190","doi":"10.1177/229255031602400304","title":"Canadian Society for Aesthetic plastic Surgery, 43rd Annual Meeting September 16 & 17, 2016 • vancouver, British Columbia","year":2016,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007588338,0.001011728,0.0003737208,0.001656212,0.003336119,0.002637607,0.0008003741,0.001522335,0.1826856],"category_scores_gemma":[0.001374867,0.000411992,0.0003742139,0.001131821,0.001122474,0.0006379462,0.001526009,0.001697395,0.03672994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008292805,"about_ca_system_score_gemma":0.01623809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4011822,"about_ca_topic_score_gemma":0.8601225,"domain_scores_codex":[0.9993528,0.00003864233,0.00002528948,0.00005521997,0.000362124,0.0001659128],"domain_scores_gemma":[0.9982621,0.00003840474,0.00003087314,0.0000304588,0.001039971,0.0005982995],"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":[0.00006061915,0.00004685894,0.004125681,0.0002331437,0.00001359958,0.0009078667,0.0001205149,0.0001453799,0.0009488944,0.0006441996,0.8436952,0.1490581],"study_design_scores_gemma":[0.000008263385,0.00001744291,0.008443167,0.0004810239,0.000007530444,0.001473216,0.0005375916,0.000124828,0.000264026,0.0002845737,0.9883365,0.00002187712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01754395,0.09059105,0.002680823,0.06949622,0.0522796,0.0004431297,0.00283271,0.0006110654,0.7635214],"genre_scores_gemma":[0.03668338,0.05530276,0.002348253,0.002830427,0.002813051,0.00005919098,0.0009570508,0.0002200573,0.8987858],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5988178,"threshold_uncertainty_score":0.7976941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01465271726396088,"score_gpt":0.2305289507432035,"score_spread":0.2158762334792426,"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."}}