{"id":"W2016572304","doi":"10.1097/sap.0b013e3181be3543","title":"University of Toronto Aesthetic Plastic Surgery Fellowship","year":2010,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Plastic surgery; General surgery; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008109849,0.0006567161,0.0004626975,0.001076161,0.001852245,0.00154645,0.0007250876,0.0009449922,0.3394188],"category_scores_gemma":[0.003792072,0.0003587699,0.0003603871,0.0007206983,0.001079673,0.000491407,0.001398307,0.00149257,0.03438272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006298474,"about_ca_system_score_gemma":0.01167424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04267313,"about_ca_topic_score_gemma":0.2094608,"domain_scores_codex":[0.9991587,0.00009441465,0.00003438262,0.00009928476,0.0004405825,0.0001725849],"domain_scores_gemma":[0.994805,0.0003849466,0.0001507138,0.0001910888,0.001223741,0.003244424],"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":[0.0001369405,0.00008016409,0.002830829,0.00017732,0.00002370349,0.002521043,0.000392459,0.000269795,0.0008518751,0.007650726,0.8871809,0.09788428],"study_design_scores_gemma":[0.00005096662,0.0000837709,0.009602954,0.0002178616,0.00001472588,0.007921466,0.000358838,0.0002823184,0.0002975271,0.001353527,0.9797942,0.0000217621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0156429,0.01441471,0.00156336,0.08326589,0.03266383,0.0001626331,0.002134605,0.0004860951,0.849666],"genre_scores_gemma":[0.09332325,0.01122637,0.002147222,0.004174812,0.004115678,0.00005214807,0.0008795159,0.000180726,0.8839003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3394188,"threshold_uncertainty_score":0.9422389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06277534031023264,"score_gpt":0.2865951369011216,"score_spread":0.223819796590889,"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."}}