{"id":"W7094348862","doi":"","title":"Canadian Society for Aesthetic Plastic Surgery 42nd Annual Meeting: September 18 & 19, 2015 ⢠Montreal, Quebec","year":2015,"lang":"en","type":"article","venue":"PubMed Central","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Plastic surgery; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007245358,0.0001899859,0.0003195579,0.000134411,0.0001073576,0.00005392875,0.00009634119,0.0001439309,0.0002996808],"category_scores_gemma":[0.0003854391,0.000174826,0.0002338895,0.0002103839,0.0001017764,0.0001100979,0.00001025508,0.0002022654,0.0001437451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009141485,"about_ca_system_score_gemma":0.003026486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2270903,"about_ca_topic_score_gemma":0.681381,"domain_scores_codex":[0.9971187,0.00005211959,0.0002799804,0.0003068923,0.0004463192,0.001796004],"domain_scores_gemma":[0.9960705,0.0002872121,0.00005088528,0.000210819,0.0001687732,0.00321183],"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":[0.0002559657,0.0000982256,0.1230882,0.0001567861,0.00009806858,0.00007415433,0.001856472,0.0000549149,0.00000826286,0.00002339504,0.8715665,0.002719154],"study_design_scores_gemma":[0.003467659,0.00006091261,0.3155027,0.00007163001,0.0002323324,0.000190683,0.0008850917,0.0002327403,0.0001313247,0.00004831786,0.6788096,0.0003670563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979036,0.001241292,0.000338065,0.00894133,0.001819626,0.001767561,0.0007575413,0.0001767369,0.005921875],"genre_scores_gemma":[0.966769,0.00008165216,0.000386876,0.0006015693,0.0007191606,0.0002053429,0.0007143716,0.00006815737,0.03045383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4542907,"threshold_uncertainty_score":0.7780566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04744407094476397,"score_gpt":0.2914248453688197,"score_spread":0.2439807744240558,"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."}}