{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1404063,0.000739091,0.001038104,0.0008912638,0.009037328,0.008665014,0.004579447,0.02197967,0.002968347],"category_scores_gemma":[0.3261182,0.001442173,0.0009883775,0.00120764,0.01800792,0.01374672,0.007719574,0.03616757,0.003229892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007771258,"about_ca_system_score_gemma":0.009974601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005905107,"about_ca_topic_score_gemma":0.01111224,"domain_scores_codex":[0.7408589,0.2252083,0.009097784,0.00565276,0.01642945,0.002752675],"domain_scores_gemma":[0.6412736,0.3094179,0.01122211,0.01188058,0.01979278,0.006413013],"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":[0.0003465195,0.0001820458,0.007262745,0.001185279,0.000126247,0.009482885,0.1966314,0.0006332791,0.004309346,0.07700798,0.5278754,0.1749569],"study_design_scores_gemma":[0.0001123779,0.0002743522,0.003027594,0.002821787,0.00005062394,0.01219978,0.1331843,0.003305275,0.001816234,0.1064882,0.7363923,0.0003272241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004467435,0.001029219,0.006746261,0.9800082,0.00427053,0.0001128888,0.00001686281,0.00008148436,0.00326712],"genre_scores_gemma":[0.07278323,0.001518913,0.02054978,0.8936101,0.006339116,0.001621284,0.00002214773,0.0001832733,0.00337215],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1404063,"threshold_uncertainty_score":0.7425481,"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."}}