{"id":"W4382701986","doi":"10.4103/cjrm.cjrm_73_22","title":"The Occasional rural sim","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University","funders":"","keywords":"History; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006103569,0.000114367,0.0002549413,0.0004468339,0.0003616506,0.00001572031,0.0001746895,0.00007020597,0.0009893489],"category_scores_gemma":[0.001098671,0.00006765588,0.00008386978,0.00069677,0.0002744451,0.00006962611,0.000005276446,0.000399207,0.0001285555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465352,"about_ca_system_score_gemma":0.003381165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003656316,"about_ca_topic_score_gemma":0.001881307,"domain_scores_codex":[0.9984562,0.00006259215,0.0005723552,0.00005633476,0.0004566272,0.0003958595],"domain_scores_gemma":[0.9966694,0.0007583754,0.0002121916,0.0002177005,0.0008446326,0.001297704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001487735,0.000008661,0.5367429,0.00007414946,0.000100051,0.0003888971,0.005166281,0.0001775123,0.0002566662,0.001390718,0.4250895,0.03045588],"study_design_scores_gemma":[0.002075214,0.0006371988,0.8796211,0.001137281,0.00008250195,0.001333862,0.03003984,0.0004012002,0.00004453914,0.001412963,0.08308077,0.0001335666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7925388,0.002227726,0.000006313941,0.2011143,0.003493233,0.0001650145,0.000007842265,0.00001706615,0.0004297785],"genre_scores_gemma":[0.9928292,0.0001269724,0.00002404492,0.002576534,0.002704618,0.000003411716,0.00002645282,0.0000190575,0.001689682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3428781,"threshold_uncertainty_score":0.9999239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0414756726192722,"score_gpt":0.3549816108016404,"score_spread":0.3135059381823682,"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."}}