{"id":"W2619921693","doi":"10.1136/bjsports-2016-097270.159","title":"Comparison of spiral versus block curriculum styles in preparing medical students to diagnose and manage concussions","year":2017,"lang":"en","type":"article","venue":"British Journal of Sports Medicine","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Curriculum; Concussion; Medicine; Psychological intervention; Medical education; Poison control; Physical therapy; Psychology; Injury prevention; Medical emergency; Psychiatry; Pedagogy","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":[0.002694802,0.0004194683,0.0004255512,0.0008094944,0.0003056921,0.0007242427,0.0005672743,0.0005093866,0.002453662],"category_scores_gemma":[0.01362171,0.0003337105,0.0003885709,0.0005459277,0.0002891738,0.0006765798,0.001370815,0.0005759987,0.0003997484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292029,"about_ca_system_score_gemma":0.002492977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004136914,"about_ca_topic_score_gemma":0.007918705,"domain_scores_codex":[0.9982926,0.0004589925,0.0001775196,0.0001907694,0.0006006286,0.0002793965],"domain_scores_gemma":[0.9927818,0.001343654,0.001848089,0.0002153957,0.000629856,0.003181215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02827602,0.04977189,0.529695,0.001348864,0.0004906056,0.0001576591,0.007987183,0.002738253,0.009161796,0.0006008859,0.003473694,0.366298],"study_design_scores_gemma":[0.002283787,0.04883607,0.940037,0.0002308217,0.00014988,0.00008824388,0.002553767,0.001840225,0.001151474,0.0002230996,0.002563419,0.00004219826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990109,0.00007635329,0.0001414662,0.00005686077,0.00001274127,0.0001852357,0.00003674314,0.00001110742,0.0004686491],"genre_scores_gemma":[0.9960896,0.0002192692,0.002037785,0.0001396436,0.00002332587,0.0005486521,0.0001974834,0.000005922752,0.0007384779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004136914,"threshold_uncertainty_score":0.01425165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182148764589015,"score_gpt":0.388114524269549,"score_spread":0.3662930366236589,"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."}}