{"id":"W2800975610","doi":"10.1017/s1049023x18000262","title":"International Emergency Medical Teams Training Workshop Special Report","year":2018,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; Canadian Red Cross Society; McGill University; McMaster University; Université du Québec à Montréal; Hamilton Health Sciences; McGill University Health Centre","funders":"","keywords":"Accreditation; Context (archaeology); Standardization; Curriculum; Software deployment; Medical education; Training (meteorology); Medicine; Engineering; Psychology; Political science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003994531,0.001646141,0.0006194633,0.001534975,0.00279318,0.003726501,0.002575414,0.003224747,0.1351798],"category_scores_gemma":[0.002935079,0.0006994042,0.001140504,0.0009464073,0.0004803466,0.002401473,0.00742074,0.00560993,0.05645566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002015895,"about_ca_system_score_gemma":0.009595226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003162274,"about_ca_topic_score_gemma":0.01086375,"domain_scores_codex":[0.9974281,0.0003499974,0.0001721909,0.0002626292,0.0008661413,0.0009209661],"domain_scores_gemma":[0.9945767,0.0002585356,0.0001777141,0.0001454729,0.001908569,0.002932971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001177731,0.0004576533,0.0006777773,0.0005064968,0.00000629962,0.0007073785,0.0007586125,0.0001674334,0.0007484795,0.0006100694,0.9203828,0.07485925],"study_design_scores_gemma":[0.00002647928,0.0001274906,0.003657589,0.0005373342,0.000003384228,0.0002114476,0.001431053,0.00005146436,0.0003068373,0.0003254217,0.9933081,0.00001348484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02021399,0.01479329,0.004580263,0.08501411,0.2941498,0.007577963,0.009564778,0.00129104,0.5628147],"genre_scores_gemma":[0.03278226,0.0105396,0.003856758,0.01144966,0.02298496,0.004865167,0.01260932,0.0004338284,0.9004785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1351798,"threshold_uncertainty_score":0.4522216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05985851019775389,"score_gpt":0.4258890654706876,"score_spread":0.3660305552729337,"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."}}