{"id":"W1802581490","doi":"10.3109/09638288.2015.1064482","title":"Lessons from the 2015 earthquake(s) in Nepal: implication for rehabilitation","year":2015,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Disaster Response and Management","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Physiotherapy Association","funders":"","keywords":"Rehabilitation; Natural disaster; Population; Emergency management; Relief Work; Medicine; Medical emergency; Nursing; Geography; Political science; Environmental health; Physical therapy","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":[0.003496778,0.0001384633,0.000213621,0.00004591505,0.0002959124,0.00002246522,0.0001341443,0.0001363426,0.00002509105],"category_scores_gemma":[0.004849337,0.0001012154,0.00007493823,0.0002244667,0.0004200888,0.0003008268,0.00008129409,0.0001944715,0.00004362937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000234273,"about_ca_system_score_gemma":0.0001056318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560779,"about_ca_topic_score_gemma":0.002981881,"domain_scores_codex":[0.997313,0.001155138,0.0005979309,0.0004443333,0.0002057084,0.000283933],"domain_scores_gemma":[0.9906331,0.008377584,0.0001394003,0.0005402028,0.0002021568,0.0001075013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001984088,0.0007801668,0.6044029,0.0005466141,0.00003270329,1.435412e-7,0.1704029,0.0001424799,0.0001481581,0.109274,0.04825158,0.06403432],"study_design_scores_gemma":[0.001499995,0.0003119312,0.7605442,0.00008577172,0.00002002876,5.596816e-8,0.06096118,0.0004590896,0.000001125491,0.1009504,0.07505231,0.0001138637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8764361,0.0001029306,0.0009403414,0.1183017,0.00029192,0.003033843,0.00007466855,0.00005640342,0.0007620946],"genre_scores_gemma":[0.9942025,0.00000923089,0.002986656,0.000473007,0.0001344814,0.001824913,0.0001502633,0.00001614563,0.0002028283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1561413,"threshold_uncertainty_score":0.5805459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08278751544508041,"score_gpt":0.4545479769618707,"score_spread":0.3717604615167903,"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."}}