{"id":"W2293463827","doi":"","title":"Research guides: Medical Licensing Exams: Guides & Resources: MCC Exams","year":2011,"lang":"en","type":"libguides","venue":"","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0107506,0.0006995389,0.001645509,0.0005572698,0.000520074,0.0001454184,0.001983519,0.00268925,0.06978528],"category_scores_gemma":[0.01810001,0.0003558999,0.000443025,0.001371014,0.003921404,0.0001145686,0.001294695,0.003478377,0.001805224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844476,"about_ca_system_score_gemma":0.001299179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005960634,"about_ca_topic_score_gemma":0.0003774223,"domain_scores_codex":[0.9873021,0.0009338969,0.001723066,0.00177706,0.006272869,0.001990975],"domain_scores_gemma":[0.9926346,0.002577422,0.0002917031,0.00119309,0.0006916348,0.002611574],"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":[0.0001075928,0.0002885129,0.0009154772,0.000350032,0.0000992567,0.0006715163,0.0002663599,2.320698e-8,0.0001011232,0.0007094983,0.8843995,0.1120911],"study_design_scores_gemma":[0.000651562,0.00143487,0.00228473,0.003300573,0.00009050834,0.000272132,0.001265403,0.00005077456,0.0002679177,0.002062673,0.9878033,0.0005155097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01691827,0.007772211,0.00006218113,0.01947656,0.001827871,0.001049652,0.00002366259,0.00055267,0.9523169],"genre_scores_gemma":[0.03685962,0.02109849,0.009727257,0.04495556,0.02567342,0.0001745724,0.0006225238,0.0002139674,0.8606746],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1115756,"threshold_uncertainty_score":0.9998893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2544872221058003,"score_gpt":0.4125367181760829,"score_spread":0.1580494960702826,"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."}}