{"id":"W2918772878","doi":"10.7759/cureus.4168","title":"The Cost of Board Examination and Preparation: An Overlooked Factor in Medical Student Debt","year":2019,"lang":"en","type":"article","venue":"Cureus","topic":"Innovations in Medical Education","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heritage College","funders":"","keywords":"Medicine; Medical education; Test (biology); Descriptive statistics; United States Medical Licensing Examination; Attendance; Osteopathic medicine in the United States; Student debt; Family medicine; Licensure; Resource (disambiguation); Medical school; Debt; Statistics; Alternative medicine; 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":[0.00421921,0.0001571867,0.0003710984,0.001580601,0.0009975971,0.002479634,0.0009138306,0.0007802552,0.008273112],"category_scores_gemma":[0.06008588,0.0002590323,0.0003368248,0.002492434,0.0008128386,0.001679667,0.001807054,0.001840436,0.0006584649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002395988,"about_ca_system_score_gemma":0.003206578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007873592,"about_ca_topic_score_gemma":0.01106583,"domain_scores_codex":[0.995985,0.00142893,0.0005417145,0.0001986647,0.001246604,0.0005990616],"domain_scores_gemma":[0.9335634,0.01948502,0.02758062,0.001543795,0.005632145,0.01219498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001051156,0.0002677032,0.961224,0.00006991472,0.00003122411,0.0002251807,0.0006657453,0.0001379359,0.00006928058,0.0008273692,0.002638943,0.03373758],"study_design_scores_gemma":[0.00001180188,0.0001016152,0.9920185,0.0001854234,0.00002773747,0.0004894629,0.00244286,0.0006062681,0.00006241599,0.0006911921,0.003346402,0.00001626635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782234,0.001532216,0.0005146707,0.009348682,0.00008567439,0.0000591827,0.0004577227,0.00001083554,0.009767476],"genre_scores_gemma":[0.998091,0.0003557851,0.0001961984,0.0004444846,0.00007678595,0.00001088533,0.0001275031,0.000007756311,0.0006895397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008273112,"threshold_uncertainty_score":0.02767634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816361618125129,"score_gpt":0.3840662359269846,"score_spread":0.3659026197457333,"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."}}