{"id":"W2158222198","doi":"10.1016/j.jen.2009.04.010","title":"Volunteer Nursing Instructor, Dhaka, Bangladesh","year":2009,"lang":"en","type":"article","venue":"Journal of Emergency Nursing","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Bible College; Alberta Health Services","funders":"","keywords":"Sanitation; Poverty; Developing country; Socioeconomics; Language change; Population; Economic growth; Health care; Capital city; Medicine; Nursing; Geography; Political science; Environmental health; Sociology; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001444684,0.0002145801,0.0006178251,0.0002680502,0.0006978053,0.000003740254,0.0002962028,0.0003353487,0.001355903],"category_scores_gemma":[0.0007512619,0.0001813085,0.0002434107,0.0003981773,0.00005939302,0.0003228032,0.000008827684,0.001322716,0.0001208993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006750237,"about_ca_system_score_gemma":0.0004370682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000366428,"about_ca_topic_score_gemma":0.000009301321,"domain_scores_codex":[0.9957669,0.0006646505,0.001989262,0.0001992629,0.0003458413,0.001034108],"domain_scores_gemma":[0.9973267,0.0001544988,0.001201373,0.0002376831,0.0005477769,0.0005319365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007130022,0.0004992147,0.06949616,0.0001197089,0.00004540925,0.00004949202,0.01269833,0.00007092268,0.00143494,0.01183824,0.7001408,0.2028938],"study_design_scores_gemma":[0.003244432,0.002032076,0.6853696,0.007214286,0.0002380725,0.0003169238,0.01269786,0.0007301688,0.00006331107,0.1944223,0.09296588,0.0007050196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.874716,0.005330248,0.002334493,0.02284258,0.029573,0.0003340817,0.000006407214,0.00005569627,0.06480748],"genre_scores_gemma":[0.9894238,0.0006186692,0.0038374,0.001982013,0.003503653,0.000001444661,0.000003584463,0.00002268889,0.0006067702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6158735,"threshold_uncertainty_score":0.999557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008172859971202,"score_gpt":0.5034226063928533,"score_spread":0.402605320395733,"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."}}