{"id":"W2792737385","doi":"10.1177/2292550317729814","title":"I’m a Plastic Surgeon: How Should I Manage My Debt?","year":2017,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Debt; Business; Finance","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":[0.008294697,0.000404823,0.0008014094,0.001154865,0.01230601,0.009504122,0.001769266,0.01071995,0.01737574],"category_scores_gemma":[0.07464077,0.0003820276,0.0006967314,0.000938078,0.006713358,0.008485138,0.006779331,0.01993794,0.005055496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004177965,"about_ca_system_score_gemma":0.01724894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006394922,"about_ca_topic_score_gemma":0.01486135,"domain_scores_codex":[0.9929975,0.003093794,0.000387889,0.0004042645,0.001040292,0.00207622],"domain_scores_gemma":[0.9319878,0.00579869,0.005265748,0.000721648,0.006455197,0.0497709],"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":[0.00008374748,0.0004306983,0.0398413,0.0003253861,0.000103472,0.002947494,0.02096201,0.0001110952,0.0003851767,0.0129017,0.8265554,0.09535255],"study_design_scores_gemma":[0.0001314236,0.0002687253,0.03900497,0.00497742,0.0001082184,0.01025925,0.2487217,0.0003729975,0.0002516961,0.0531151,0.642473,0.0003154752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009431727,0.002929853,0.0003632565,0.9720894,0.005527629,0.00001784738,0.00004195866,0.00001994303,0.009578497],"genre_scores_gemma":[0.3435804,0.01818382,0.003361841,0.5873475,0.02169257,0.000179127,0.0002044959,0.0001527211,0.02529761],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01737574,"threshold_uncertainty_score":0.05812764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08454703220054767,"score_gpt":0.2909742179307316,"score_spread":0.206427185730184,"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."}}