{"id":"W4402400912","doi":"10.22454/fammed.2024.388919","title":"Mini Med School: Knowledge and Resources for Underrepresented in Medicine Youth","year":2024,"lang":"en","type":"article","venue":"Family Medicine","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Underrepresented Minority; Medical education; Psychology; Family medicine; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.003342391,0.0001700011,0.0004150657,0.0004272724,0.0002358097,0.000034216,0.0003821696,0.0001500278,0.0002485267],"category_scores_gemma":[0.002183901,0.0001277903,0.00003932333,0.0008435135,0.001470262,0.000145107,0.00006931235,0.0002696637,0.00002265468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153557,"about_ca_system_score_gemma":0.0001618851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005326422,"about_ca_topic_score_gemma":0.002158672,"domain_scores_codex":[0.9979066,0.0001861874,0.0003277147,0.000430936,0.0007390971,0.0004094717],"domain_scores_gemma":[0.9983297,0.0009477917,0.00004275405,0.0001929234,0.0001256479,0.0003611947],"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":[0.0002166485,0.00008200022,0.01190403,0.0005005067,0.0001335973,0.0001226863,0.4529425,0.000001720447,0.0006684619,0.01508309,0.4858705,0.03247425],"study_design_scores_gemma":[0.002330515,0.0005093521,0.01173914,0.001943388,0.0001830905,0.000001907016,0.4284511,0.0001337847,0.000004563129,0.003105713,0.5514201,0.0001773301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3646764,0.0796702,0.0005342542,0.07599988,0.005285652,0.001335051,0.00003908445,0.0004425098,0.4720169],"genre_scores_gemma":[0.982079,0.002404375,0.00005241206,0.001735536,0.002690641,0.00002348461,0.00003873631,0.00002007586,0.01095569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6174026,"threshold_uncertainty_score":0.8051993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235614764291882,"score_gpt":0.3812761278333735,"score_spread":0.2577146514041853,"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."}}