{"id":"W1696314343","doi":"10.36834/cmej.36588","title":"Experiences from tsunami relief activity: implications for medical training","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jawaharlal Institute Of Postgraduate Medical Education and Research","keywords":"Preparedness; Curriculum; Medical education; Focus group; Emergency management; Medicine; Training (meteorology); Psychology; Geography; Pedagogy; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002063796,0.0001127036,0.0001783255,0.0002116416,0.001077771,0.00003109073,0.0003827744,0.0002677901,0.04316664],"category_scores_gemma":[0.01457545,0.00009792412,0.00006970042,0.0001567741,0.0000932322,0.0002728628,0.00003069339,0.0007392628,0.0001588152],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003948164,"about_ca_system_score_gemma":0.0453123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00557688,"about_ca_topic_score_gemma":0.01408989,"domain_scores_codex":[0.9977863,0.0003452614,0.0004322893,0.0001616032,0.0005071968,0.0007673855],"domain_scores_gemma":[0.9887252,0.000525319,0.0001590926,0.0002072882,0.0001492536,0.01023388],"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":[0.00001899579,0.0001185946,0.001848194,0.00001555914,0.00003427563,0.000001911284,0.08355629,4.896602e-8,0.000005243243,0.006486152,0.5862727,0.321642],"study_design_scores_gemma":[0.0003532736,0.00002166798,0.01390964,0.0001865024,0.00001901739,0.00002331349,0.08778683,0.00002967772,7.746914e-7,0.001100134,0.8964594,0.0001097783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6236612,0.0008162737,0.006490413,0.3143182,0.01435188,0.0008364629,0.00003068324,0.00005059106,0.03944427],"genre_scores_gemma":[0.9066927,0.0001041601,0.0006559283,0.08200666,0.006653434,0.0008939456,0.00003839543,0.00002511458,0.002929612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3215322,"threshold_uncertainty_score":0.9937252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0861601571124239,"score_gpt":0.4599590460715892,"score_spread":0.3737988889591652,"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."}}