{"id":"W2025939657","doi":"10.1097/01367895-201122010-00006","title":"A Comparison of Behavioral and Multiple Mini-Interview Formats in Physician Assistant Program Admissions","year":2011,"lang":"en","type":"article","venue":"The Journal of Physician Assistant Education","topic":"Medical Education and Admissions","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Psychology; Rating scale; Homogeneous; Polytomous Rasch model; Applied psychology; Rasch model; Clinical psychology; Medical education; Psychometrics; Item response theory; Medicine; Developmental psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02490658,0.0004557041,0.0004119934,0.001534672,0.0004752895,0.001216318,0.0009815552,0.0005972101,0.001393705],"category_scores_gemma":[0.1041323,0.0004099985,0.0007708626,0.001397105,0.0006378328,0.001350414,0.001984904,0.0008358155,0.0004348186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198073,"about_ca_system_score_gemma":0.001729877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003278467,"about_ca_topic_score_gemma":0.007136293,"domain_scores_codex":[0.9748458,0.01818718,0.001266219,0.0008389985,0.004117495,0.0007442602],"domain_scores_gemma":[0.9403642,0.03483515,0.01311907,0.002538275,0.006025497,0.00311779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004129808,0.00175116,0.8783736,0.0002542213,0.0001138346,0.00009004219,0.005831808,0.0006361596,0.001284673,0.0001995644,0.0005081963,0.106827],"study_design_scores_gemma":[0.0001348967,0.005307513,0.9856095,0.0001178518,0.00005518053,0.0001800758,0.00357644,0.002846143,0.001242648,0.0001458948,0.0007382432,0.00004574365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968754,0.00009351772,0.001700832,0.00006774928,0.00002837352,0.0003882343,0.0001118676,0.00001932568,0.0007145913],"genre_scores_gemma":[0.9938815,0.0001366833,0.004211791,0.00007994816,0.00003290557,0.0007700262,0.000343048,0.00001149843,0.0005325244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02490658,"threshold_uncertainty_score":0.1317201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103381854159606,"score_gpt":0.4244375198451049,"score_spread":0.3140993344291443,"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."}}