{"id":"W2896711232","doi":"10.1007/s40037-018-0477-y","title":"A&amp;nbsp;critical perspective on the modified personal interview","year":2018,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Medical Education and Admissions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Blueprint; Generalization; Perspective (graphical); Computer science; Medical education; Interview; Inference; Process (computing); Psychology; Applied psychology; Medicine; Artificial intelligence; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.09612601,0.001031562,0.0008221388,0.003678659,0.009999239,0.008953563,0.005282699,0.01084985,0.003793075],"category_scores_gemma":[0.2687891,0.0007954767,0.0008781185,0.002950118,0.03290883,0.009485126,0.007190189,0.02777473,0.001783774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01298818,"about_ca_system_score_gemma":0.022184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198751,"about_ca_topic_score_gemma":0.01592923,"domain_scores_codex":[0.8148974,0.1611834,0.005862878,0.003319059,0.01328764,0.001449711],"domain_scores_gemma":[0.6572332,0.2752181,0.009061932,0.005713381,0.04757093,0.005202576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001365772,0.0000606375,0.0006278317,0.001820607,0.0000193076,0.003157832,0.1191886,0.0003420819,0.001107744,0.2125519,0.5850046,0.07598224],"study_design_scores_gemma":[0.00002152558,0.00005610484,0.001022399,0.004448625,0.000007135699,0.001349387,0.0558013,0.0006781642,0.000501805,0.07217184,0.8638535,0.00008827043],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001831335,0.01660679,0.03096144,0.8844696,0.04237854,0.001490655,0.0001588367,0.0001106298,0.02199221],"genre_scores_gemma":[0.1287613,0.02971456,0.1405548,0.6177118,0.0375645,0.01265122,0.0002148858,0.0003934153,0.03243356],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09612601,"threshold_uncertainty_score":0.508369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07468422345899678,"score_gpt":0.4477539458077574,"score_spread":0.3730697223487606,"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."}}