{"id":"W1964678422","doi":"10.1145/1104985.1104991","title":"Online training for healthcare workers","year":2005,"lang":"en","type":"article","venue":"eLearn","topic":"Foreign Language Teaching Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Training (meteorology); Health care; Healthcare worker; Business; Computer science; Political science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001510264,0.00006059077,0.0001055166,0.00003991479,0.0003834338,0.00002904914,0.0001657413,0.00007466388,0.000177396],"category_scores_gemma":[0.0008784668,0.00006035421,0.00006124737,0.0001319282,0.00008132621,0.00009219294,0.00001134444,0.0001744499,0.00002253701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031724,"about_ca_system_score_gemma":0.0001560788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010257,"about_ca_topic_score_gemma":0.006358776,"domain_scores_codex":[0.9989522,0.0002670252,0.0001150999,0.0001463817,0.0001693335,0.0003500186],"domain_scores_gemma":[0.9994497,0.0002539947,0.00004602629,0.0001080111,0.0000318558,0.0001103979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001177322,0.0000271995,0.0007515144,0.000006375444,0.000006766491,9.149427e-7,0.07293709,0.00005316908,0.0000210245,0.02196149,0.001581009,0.9026417],"study_design_scores_gemma":[0.0003350521,0.00006782038,0.001561512,0.00003148955,0.000008291689,0.00000100526,0.0810751,0.0003855019,0.00002019709,0.003003808,0.9133303,0.0001798764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.649234,0.003307258,0.03772902,0.1029319,0.001406155,0.001816091,0.00006515906,0.001686306,0.2018242],"genre_scores_gemma":[0.7711103,0.00001048845,0.2169277,0.0009470292,0.001628728,0.00001267063,0.00001171084,0.00001867821,0.009332761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9117493,"threshold_uncertainty_score":0.3548346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224020727157536,"score_gpt":0.448239981947341,"score_spread":0.3258379092315875,"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."}}