{"id":"W4399883305","doi":"10.1097/acm.0000000000005781","title":"Learning Plan Use in Undergraduate Medical Education: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Network for Innovation in Education; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Plan (archaeology); Medical education; MEDLINE; Higher education; Medicine; Psychology; Political science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01722716,0.001160078,0.004315382,0.01398188,0.0009656537,0.004685625,0.002182208,0.002520846,0.004811476],"category_scores_gemma":[0.06409676,0.001157029,0.004316874,0.01809289,0.001239469,0.003809058,0.002404392,0.001581736,0.000483704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005120556,"about_ca_system_score_gemma":0.0148968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008380418,"about_ca_topic_score_gemma":0.01708627,"domain_scores_codex":[0.9878279,0.00399777,0.0046906,0.0006432428,0.002526998,0.0003136052],"domain_scores_gemma":[0.9405407,0.04830096,0.006453757,0.0005610349,0.003733685,0.0004098935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001401981,0.00005457529,0.001089832,0.7736886,0.001594623,0.0001302084,0.0008602196,0.0001500266,0.0001038094,0.0007354391,0.002902206,0.2185502],"study_design_scores_gemma":[0.00003663363,0.0001021397,0.001959859,0.965768,0.004799829,0.0002231622,0.0006577538,0.00006292744,0.0001156001,0.0002406655,0.02601587,0.00001746062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008642802,0.9975384,0.0001386126,0.0002834749,0.00008778613,0.0002402533,0.0001335931,0.000005139798,0.000708514],"genre_scores_gemma":[0.006236896,0.9924256,0.0004757544,0.0002543528,0.00004776244,0.0003598472,0.0001178904,0.000003400261,0.00007842903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01722716,"threshold_uncertainty_score":0.09110701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374191572428446,"score_gpt":0.5053402301077382,"score_spread":0.3679210728648936,"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."}}