{"id":"W4403000144","doi":"10.15330/msuc.2022.27.47-51","title":"THE PECULIARITIES OF MEDICAL EDUCATION MANAGEMENT IN THE USA","year":2022,"lang":"en","type":"article","venue":"Mountain School of Ukrainian Carpaty","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Council for Higher Education","keywords":"Medical education; Engineering; Engineering management; Operations management; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00260996,0.00007881713,0.0001175489,0.001270987,0.004363304,0.005038764,0.0003822877,0.0007958604,0.001689037],"category_scores_gemma":[0.005344308,0.0001493053,0.000119858,0.002511055,0.004425499,0.00219807,0.002664353,0.001556664,0.0001587744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005169212,"about_ca_system_score_gemma":0.00764119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01479757,"about_ca_topic_score_gemma":0.03268751,"domain_scores_codex":[0.9956179,0.002541804,0.0002082273,0.0002567106,0.000710639,0.0006647565],"domain_scores_gemma":[0.9971958,0.001054932,0.000659112,0.0001478608,0.0004394709,0.0005026661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005249739,0.0002797567,0.09662499,0.000229033,0.00002783559,0.002599172,0.444625,0.0006206448,0.001742241,0.2738185,0.01749074,0.1618896],"study_design_scores_gemma":[0.000006887177,0.0001273073,0.1148079,0.0005603738,0.00001656163,0.001789646,0.3975208,0.0009034739,0.0005645347,0.021855,0.4617692,0.00007815303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8226993,0.003276556,0.00212004,0.04399195,0.0002104361,0.00003390072,0.0000655998,0.00003866489,0.1275635],"genre_scores_gemma":[0.9932842,0.001190997,0.0005802492,0.001874821,0.00004213164,0.00001587477,0.00002217923,0.000005785776,0.002983687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01479757,"threshold_uncertainty_score":0.03750545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649964878584848,"score_gpt":0.3240783615649869,"score_spread":0.2975787127791384,"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."}}