{"id":"W3046031200","doi":"10.36834/cmej.69572","title":"Mobile medical simulation for rural anesthesia providers: A feasibility study","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Continuing medical education; Rural area; Medical education; Health care; Resource (disambiguation); Rural health; Continuing education; Nursing; Medicine; Business; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009698601,0.0007580149,0.0003804679,0.0008240792,0.002417226,0.001263133,0.001335074,0.001531803,0.006147463],"category_scores_gemma":[0.01042142,0.0007030331,0.0005393974,0.0004007885,0.001015468,0.001214548,0.002117624,0.001410444,0.0009455439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002583836,"about_ca_system_score_gemma":0.01221937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008044126,"about_ca_topic_score_gemma":0.0204358,"domain_scores_codex":[0.9963968,0.002112248,0.0001338384,0.0001689963,0.0003323261,0.0008557127],"domain_scores_gemma":[0.9923373,0.002898972,0.0004411277,0.0003187849,0.001512607,0.002491174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.009567461,0.3171147,0.2912677,0.004244833,0.0002249578,0.01532407,0.1244582,0.008509537,0.0298805,0.002819044,0.007773791,0.1888153],"study_design_scores_gemma":[0.01366609,0.3367669,0.2785328,0.002020484,0.0003347503,0.00553989,0.2935121,0.0189464,0.008920467,0.002119186,0.03917993,0.0004610484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869286,0.00004154282,0.00149042,0.0006743133,0.00002303367,0.008983259,0.0001283407,0.00002468585,0.001705862],"genre_scores_gemma":[0.9698558,0.0003579237,0.01224773,0.000917654,0.00003022423,0.01522563,0.0001853564,0.00001227961,0.001167377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009698601,"threshold_uncertainty_score":0.0512917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0523998822935822,"score_gpt":0.410183669369249,"score_spread":0.3577837870756668,"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."}}