{"id":"W2915939162","doi":"10.1186/s12909-018-1439-0","title":"Cross-sectional comparison of spiral versus block integrated curriculums in preparing medical students to diagnose and manage concussions","year":2019,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; Health Sciences Centre; University of British Columbia","funders":"","keywords":"Curriculum; Concussion; Spiral (railway); Block (permutation group theory); Medical education; Medicine; Psychology; Poison control; Injury prevention; Engineering; Mathematics; Geometry; Pedagogy; Emergency 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":[0.005095182,0.0002914517,0.0003659333,0.00101367,0.000580186,0.0006765363,0.0004477566,0.0009034309,0.001763532],"category_scores_gemma":[0.01535966,0.0005760029,0.0004798435,0.0008684025,0.0004498097,0.000820577,0.001293279,0.0009241583,0.0004234843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128456,"about_ca_system_score_gemma":0.00175365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006590946,"about_ca_topic_score_gemma":0.012004,"domain_scores_codex":[0.9966446,0.001096925,0.0004145852,0.0003958963,0.0009278184,0.0005201799],"domain_scores_gemma":[0.9885222,0.002251327,0.00332087,0.0003951585,0.002094467,0.003415951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002551646,0.004331935,0.9777653,0.00009559653,0.0001588061,0.00004308298,0.002784129,0.0001595367,0.001037415,0.00005743343,0.0004461462,0.01056906],"study_design_scores_gemma":[0.00007331686,0.003783564,0.9939545,0.00002162456,0.00002313888,0.00002183328,0.001528713,0.0001223938,0.0001567343,0.000009296246,0.0002982507,0.000006633724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996125,0.00004302811,0.00003067243,0.00002675926,0.000007743431,0.00005472108,0.00005593019,0.000001663181,0.0001669307],"genre_scores_gemma":[0.9992747,0.00006264677,0.0001145236,0.00007042128,0.000008338162,0.000119272,0.0001637508,0.000001800173,0.0001846602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006590946,"threshold_uncertainty_score":0.02694625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06623349503274353,"score_gpt":0.4839690888854573,"score_spread":0.4177355938527137,"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."}}