{"id":"W2155907079","doi":"10.1080/01421590801953000","title":"Anticipated debt and financial stress in medical students","year":2008,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto; University Health Network","funders":"Association of American Medical Colleges","keywords":"Student debt; Debt; Medical expenses; Medicine; Psychology; Finance; Demographic economics; Business; Economics; Medical emergency","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002514637,0.0001932819,0.0004811795,0.0001176514,0.0005174848,0.000004529102,0.0004913458,0.00100486,0.01172467],"category_scores_gemma":[0.004649912,0.0001403781,0.00004128066,0.0002405957,0.0002699323,0.00006453634,0.0004859938,0.002562196,0.0001730163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008755365,"about_ca_system_score_gemma":0.001553751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00205357,"about_ca_topic_score_gemma":0.002376515,"domain_scores_codex":[0.9943306,0.001201447,0.0008371414,0.0003922676,0.002417416,0.0008210966],"domain_scores_gemma":[0.9982193,0.0003648804,0.0001047011,0.0002198563,0.00008006877,0.001011181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004918854,0.0004218241,0.9731731,0.0001268991,0.00000744176,0.0007274477,0.003162918,4.914691e-8,0.000001521635,0.00009176574,0.005518557,0.01671931],"study_design_scores_gemma":[0.003161449,0.0000714032,0.9804063,0.004248131,0.000006634787,0.0000159897,0.000683317,0.001095451,0.000003360481,0.0001511142,0.009931643,0.0002252272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851524,0.001215977,0.00003134754,0.01044354,0.000767885,0.0004248811,0.000008096276,0.00007738746,0.001878438],"genre_scores_gemma":[0.989814,0.00143872,0.00003121156,0.004721093,0.0007793066,0.0001155155,0.00002537911,0.00002516284,0.003049553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01649408,"threshold_uncertainty_score":0.9997389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08054512739548902,"score_gpt":0.4747066062131948,"score_spread":0.3941614788177057,"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."}}