{"id":"W2334107255","doi":"10.1097/acm.0000000000000126","title":"Preventing Illegal Interview Questions","year":2014,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Medical Education and Admissions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Distrust; Interview; Conversation; Medical education; Psychology; Ethnic group; Family medicine; Social psychology; Medicine; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001331952,0.0004535645,0.001142445,0.000382195,0.0001237843,0.000006120387,0.0004103257,0.001774114,0.02553823],"category_scores_gemma":[0.01358077,0.0003124244,0.0001876374,0.0003455962,0.0003905005,0.00004880154,0.00009347508,0.009098235,0.0006463429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001239517,"about_ca_system_score_gemma":0.0009339387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004039899,"about_ca_topic_score_gemma":3.847567e-7,"domain_scores_codex":[0.9963001,0.0003450318,0.001139137,0.0006275238,0.0009941342,0.0005940543],"domain_scores_gemma":[0.9968239,0.0005530132,0.0004371773,0.0007272308,0.0001870815,0.001271593],"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":[0.000003805363,0.00000871663,0.0000414866,0.000980004,0.00007242487,0.0001042758,0.0004837616,3.367192e-8,0.00006515039,0.0001862257,0.9924579,0.005596164],"study_design_scores_gemma":[0.0008849357,0.0001829046,0.00006782517,0.01229757,0.0006480999,0.0007028347,0.0001582043,0.00005424479,0.00001186771,0.0005206537,0.984211,0.0002598295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007104666,0.004372225,0.0009819635,0.9652379,0.002186913,0.000580241,0.000004355123,0.0002147472,0.02635057],"genre_scores_gemma":[0.0009139463,0.001715488,0.0001641042,0.8061253,0.02802368,0.00007143401,0.0007266965,0.00007521515,0.1621841],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1591126,"threshold_uncertainty_score":0.9999328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09223197150862027,"score_gpt":0.4054893610732127,"score_spread":0.3132573895645924,"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."}}