{"id":"W4403157625","doi":"10.33140/ijcmer.03.01.01","title":"Current Medical Education -A Bird’s Eye View","year":2024,"lang":"en","type":"article","venue":"International Journal of Clinical and Medical Education Research","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optometry; Current (fluid); Psychology; Medicine; Engineering; Electrical engineering","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":[0.003038923,0.0006903622,0.0007508597,0.002953388,0.002453909,0.00917233,0.001428019,0.005896916,0.02103012],"category_scores_gemma":[0.005462742,0.0002812371,0.0004430298,0.002663749,0.003992305,0.009613828,0.002884759,0.01009985,0.008501333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004743626,"about_ca_system_score_gemma":0.00538385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007734773,"about_ca_topic_score_gemma":0.01349419,"domain_scores_codex":[0.9977745,0.0006045384,0.0001480588,0.0002857599,0.0009974524,0.0001896403],"domain_scores_gemma":[0.9937292,0.001672304,0.000252387,0.0002036027,0.002536883,0.001605545],"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":[0.00003155056,0.00006545831,0.0006731974,0.001721017,0.00001649198,0.0001472651,0.0006595957,0.0001013688,0.0003570767,0.03237115,0.7019466,0.2619093],"study_design_scores_gemma":[0.000002264656,0.00002322636,0.0006684682,0.001547028,0.000004903839,0.0002770122,0.0007306912,0.0000269234,0.00002818323,0.003943639,0.9927399,0.000007817854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005868772,0.5469124,0.0008565051,0.3926578,0.02351933,0.00001508373,0.0001263757,0.0000982959,0.03522732],"genre_scores_gemma":[0.02266678,0.6920118,0.002915883,0.1825952,0.03661402,0.00003922437,0.0002569628,0.00009321052,0.06280696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02103012,"threshold_uncertainty_score":0.07035279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467996909810973,"score_gpt":0.654240421781136,"score_spread":0.5074407308000386,"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."}}