{"id":"W2767173304","doi":"10.1097/acm.0000000000002042","title":"Vive la Différence: The Freedom and Inherent Responsibilities When Designing and Implementing Multiple Mini-Interviews","year":2017,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Medical Education and Admissions","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Point (geometry); Ask price; Psychology; Medical education; Computer science; Medicine; Mathematics; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00301,0.0004280646,0.0009079542,0.000207065,0.0004727473,0.00003754901,0.0004074725,0.0007388465,0.001639378],"category_scores_gemma":[0.02121804,0.0002318951,0.0000641793,0.0000638168,0.00149537,0.0000731987,0.0003468761,0.004565089,0.000008275967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004615523,"about_ca_system_score_gemma":0.0004856411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002662012,"about_ca_topic_score_gemma":0.00001403711,"domain_scores_codex":[0.9965872,0.0006321614,0.0008703632,0.0006598182,0.0007246715,0.0005258572],"domain_scores_gemma":[0.9943309,0.003588852,0.0005594003,0.0007825461,0.0001069653,0.0006313196],"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":[0.00004232775,0.00001081033,0.003641293,0.0003682567,0.00009615275,0.0001185191,0.02957934,4.995977e-9,0.0003889582,0.00002539665,0.9591275,0.00660147],"study_design_scores_gemma":[0.002387884,0.0003362576,0.001820832,0.00396972,0.0005406899,0.0003302906,0.02297955,0.00006439534,0.0000291785,0.0006479479,0.9666613,0.0002319794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03213096,0.007149569,0.0001304617,0.9553239,0.0007773316,0.001589323,0.00001653029,0.00005753113,0.002824394],"genre_scores_gemma":[0.1038811,0.004101412,0.000581616,0.7911828,0.01581118,0.0003821288,0.0002736897,0.0001257673,0.08366031],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1641411,"threshold_uncertainty_score":0.9992732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081846760948516,"score_gpt":0.392311543532462,"score_spread":0.2841268674376105,"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."}}