{"id":"W2806281050","doi":"","title":"Volunteering at Two Central American Hospitals: a Canadian Clinical Engineer’s Perspective","year":2018,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Obstacle; Work (physics); Medical equipment; Order (exchange); Business; Perspective (graphical); Economic shortage; Health care; Clinical engineering; Public relations; Medicine; Nursing; Engineering; Economic growth; Political science; Computer science; Finance","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":[0.005967885,0.0006071988,0.0004277897,0.002696547,0.04278316,0.008932407,0.003085642,0.004054594,0.008937],"category_scores_gemma":[0.006475682,0.0005474365,0.0004898008,0.004216383,0.008131882,0.001666812,0.005122837,0.00628044,0.0005333788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1077002,"about_ca_system_score_gemma":0.2187245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.982885,"about_ca_topic_score_gemma":0.9958255,"domain_scores_codex":[0.9928253,0.001690429,0.0001232439,0.000334655,0.001382298,0.003644247],"domain_scores_gemma":[0.9806345,0.001554418,0.0006302261,0.0001480239,0.004979504,0.01205334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006585267,0.002088982,0.1546324,0.0008827167,0.0001232397,0.02321541,0.3206199,0.001582859,0.004142992,0.1115013,0.2411644,0.1393873],"study_design_scores_gemma":[0.00007374374,0.0003262782,0.09808644,0.0008512558,0.00004848651,0.002080193,0.649402,0.0007359799,0.0003439634,0.003165,0.2446275,0.0002591738],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4679809,0.01068429,0.001447648,0.3649144,0.001495781,0.0003843531,0.0004941501,0.00006732243,0.1525311],"genre_scores_gemma":[0.9253383,0.009524962,0.00183321,0.04130135,0.0002630252,0.00008352593,0.0001521414,0.00004703991,0.02145651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.982885,"threshold_uncertainty_score":0.7814232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00866348310994458,"score_gpt":0.2641092973120835,"score_spread":0.255445814202139,"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."}}