{"id":"W2320324744","doi":"10.1097/psn.0000000000000045","title":"ASAPS (American Society of Aesthetic Plastic Surgery)—2013 Annual Statistics","year":2014,"lang":"en","type":"letter","venue":"Plastic Surgical Nursing","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Plastic surgery; Position (finance); History; Medicine; Surgery; Business; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005408495,0.0007161485,0.002428631,0.0003392403,0.0001387701,0.00004439572,0.000189886,0.0007721059,0.0002400393],"category_scores_gemma":[0.001054254,0.0006389869,0.0008386145,0.0004224736,0.001377447,0.00005305506,0.00003902019,0.002247946,0.000101009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002470876,"about_ca_system_score_gemma":0.0004858295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001341772,"about_ca_topic_score_gemma":0.000001284177,"domain_scores_codex":[0.9953214,0.0003061685,0.001163851,0.0008075642,0.001262749,0.001138257],"domain_scores_gemma":[0.977595,0.02039857,0.0006769743,0.0005940287,0.0003713671,0.0003640211],"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":[0.0002334109,0.0001966804,0.00114547,0.0006861269,0.0001633129,0.001324352,0.000129389,0.00003522268,0.000008476855,0.00002148012,0.9829957,0.01306041],"study_design_scores_gemma":[0.001116058,0.0004302774,0.001742965,0.005242692,0.0009656913,0.001340861,0.000101102,0.004881844,0.00001593074,0.00008813277,0.9831619,0.0009125856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1231952,0.002591018,0.04742065,0.7910569,0.02607324,0.001584793,0.002966029,0.001419276,0.003692928],"genre_scores_gemma":[0.756007,0.001249986,0.01266122,0.1706137,0.04542928,0.0001272649,0.006095859,0.001453722,0.006361906],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6328118,"threshold_uncertainty_score":0.9996061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209866743099816,"score_gpt":0.2693443363223399,"score_spread":0.2472456688913417,"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."}}