{"id":"W6980404580","doi":"","title":"Canadian Society for Aesthetic (Cosmetic) Plastic Surgery/Société canadienne de chirurgie plastique esthétique: Abstracts presented at the 34th Annual Meeting September 14 and 15, 2007 Calgary, Alberta","year":2007,"lang":"en","type":"article","venue":"PubMed Central","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001590877,0.0009004973,0.0007077489,0.003619372,0.002178434,0.002781167,0.0009102572,0.001179008,0.1817943],"category_scores_gemma":[0.003295967,0.000329116,0.0004805691,0.004832833,0.0009487849,0.0007468043,0.001046572,0.001459931,0.02340727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009481368,"about_ca_system_score_gemma":0.03948684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5487598,"about_ca_topic_score_gemma":0.8213958,"domain_scores_codex":[0.9987815,0.00005239569,0.0000689571,0.00008780219,0.0007736853,0.0002356614],"domain_scores_gemma":[0.9913168,0.0002805808,0.0001484349,0.0001398162,0.006675943,0.001438437],"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":[0.0000424892,0.00001988661,0.00122091,0.0003307964,0.00001223242,0.0001339936,0.00004082388,0.00007057549,0.000223323,0.00113722,0.8736397,0.1231281],"study_design_scores_gemma":[0.0000160432,0.0000137444,0.008031154,0.0002105809,0.00001425863,0.0003987665,0.0001548197,0.00004620744,0.0001276753,0.0003995465,0.9905744,0.00001280832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008257564,0.181987,0.001632995,0.07966715,0.08080903,0.0003909654,0.008449477,0.0007188165,0.638087],"genre_scores_gemma":[0.05306721,0.1722399,0.003951912,0.004459883,0.01051821,0.0001344373,0.005286863,0.0002859515,0.7500556],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4512402,"threshold_uncertainty_score":0.9077954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007331885308867929,"score_gpt":0.1963764847972884,"score_spread":0.1890445994884205,"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."}}