{"id":"W2049640411","doi":"10.1097/01.prs.0000067100.50738.73","title":"PERFECTIONISM AND COSMETIC SURGERY","year":2003,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Perfectionism (psychology); Surgery; Dermatology; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008347164,0.0002391244,0.0006046416,0.0005409564,0.001892616,0.001025402,0.0004120739,0.004927902,0.01841209],"category_scores_gemma":[0.007795386,0.0001739882,0.0003004192,0.0004308566,0.001491403,0.001164187,0.0007594284,0.006226961,0.002910483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219055,"about_ca_system_score_gemma":0.001357882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004086944,"about_ca_topic_score_gemma":0.01378902,"domain_scores_codex":[0.9995214,0.0001372109,0.00004032996,0.00004314848,0.0001920173,0.00006595629],"domain_scores_gemma":[0.9977683,0.001307693,0.0001715773,0.00008428582,0.0002109229,0.0004571922],"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":[0.0001094011,0.000124637,0.006597136,0.0001734535,0.00001373947,0.003261076,0.0002819845,0.00003464252,0.0002309366,0.007583567,0.9074296,0.07415982],"study_design_scores_gemma":[0.0002573072,0.0003234574,0.05095577,0.001896048,0.00004232767,0.02742326,0.001486788,0.0001973481,0.0002593985,0.02109878,0.8960172,0.0000423862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007196696,0.07945873,0.00005950277,0.8501073,0.01416311,0.00002571025,0.00007150855,0.00002770476,0.04888983],"genre_scores_gemma":[0.2593471,0.1637755,0.0002915017,0.4115951,0.06687589,0.00009521657,0.0001676423,0.00003530841,0.09781687],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01841209,"threshold_uncertainty_score":0.06159455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043466367896579,"score_gpt":0.2596246003824899,"score_spread":0.2291899367035241,"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."}}