{"id":"W4390574519","doi":"10.36834/cmej.76138","title":"The impact of the medical school admissions interview: a systematic review","year":2024,"lang":"en","type":"review","venue":"Canadian Medical Education Journal","topic":"Medical Education and Admissions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brown University","keywords":"Medical school; Competence (human resources); Family medicine; Medicine; Systematic review; Medical education; Psychology; MEDLINE; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00534749,0.0004803925,0.002379064,0.0004136496,0.0005031964,0.0001150074,0.001694075,0.0007147308,0.2820407],"category_scores_gemma":[0.7035147,0.0001747103,0.002478993,0.001352664,0.0003338067,0.00004580494,0.0001098098,0.00514775,0.0004884598],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588176,"about_ca_system_score_gemma":0.7813112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009586815,"about_ca_topic_score_gemma":0.0006778567,"domain_scores_codex":[0.9922562,0.001560156,0.002701617,0.0003203054,0.002580716,0.0005809581],"domain_scores_gemma":[0.7273934,0.001524263,0.002276168,0.002796453,0.001544229,0.2644654],"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":[4.368395e-7,0.00007279669,2.115748e-7,0.2527639,0.000314085,0.00003464933,0.00003066137,1.862222e-9,2.350848e-9,0.00007626517,0.6189341,0.1277729],"study_design_scores_gemma":[0.00005136729,0.00002454316,9.451127e-7,0.4799578,0.002299627,0.007330644,0.00007706969,0.000005724643,3.959619e-9,0.00002958636,0.510139,0.00008366724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.807772e-7,0.8352342,0.000001152967,0.1581037,0.003561487,0.001639802,0.00001631092,0.00001326907,0.001429881],"genre_scores_gemma":[0.000003084816,0.9249011,0.000009697476,0.06129522,0.001422662,0.0002487315,0.00003370158,0.00005924208,0.01202651],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.779723,"threshold_uncertainty_score":0.9971474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04881918502777682,"score_gpt":0.4584569574496561,"score_spread":0.4096377724218793,"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."}}