{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001356809,0.0001257227,0.0002349915,0.001089792,0.001597067,0.001219001,0.0005159921,0.0003734722,0.005228051],"category_scores_gemma":[0.003582763,0.000117111,0.0001801941,0.0009741984,0.0004844948,0.0008634384,0.001744444,0.0005091162,0.0003313096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250754,"about_ca_system_score_gemma":0.004592486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02809786,"about_ca_topic_score_gemma":0.06148186,"domain_scores_codex":[0.9994314,0.0001534904,0.00002740484,0.00004679208,0.0001438096,0.0001971097],"domain_scores_gemma":[0.9974715,0.0003013386,0.0005639721,0.00004936136,0.0001972904,0.001416624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006000834,0.0004014601,0.9098563,0.0001662171,0.00001703258,0.0001551835,0.01414127,0.00002966829,0.0004163824,0.0003335309,0.004388783,0.07003427],"study_design_scores_gemma":[0.00001105293,0.0002086782,0.9655538,0.0001869554,0.00001964989,0.0001874788,0.02639542,0.0001081011,0.0001978978,0.0002175313,0.006905988,0.000007478798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938725,0.0005822674,0.00004376315,0.002119819,0.00001821467,0.00002725437,0.0002311647,0.000006412099,0.003098593],"genre_scores_gemma":[0.9978249,0.0005913246,0.0001825349,0.0003720608,0.00003033183,0.0000227453,0.0001956603,0.000001892563,0.0007786108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02809786,"threshold_uncertainty_score":0.05586863,"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."}}