{"id":"W2080188079","doi":"10.1378/chest.14-0737","title":"Special Populations","year":2014,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Armed Forces; Mount Sinai Hospital; Sunny Hill Health Centre for Children; University of British Columbia","funders":"U.S. Public Health Service; Centers for Disease Control and Prevention; U.S. Department of Health and Human Services","keywords":"Medicine","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":[0.0004652747,0.0005684642,0.0008553756,0.001370707,0.0004886311,0.00110486,0.0004899515,0.001331352,0.08548764],"category_scores_gemma":[0.00457617,0.0001424812,0.0005433836,0.001045064,0.0003206457,0.000817044,0.001892971,0.001011549,0.01624092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003532312,"about_ca_system_score_gemma":0.001982504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113002,"about_ca_topic_score_gemma":0.00274851,"domain_scores_codex":[0.9995415,0.0001127135,0.00006140133,0.00005846759,0.0001332402,0.00009275083],"domain_scores_gemma":[0.9990339,0.0002752909,0.000175732,0.00004082476,0.0002038122,0.0002704405],"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":[0.00008289846,0.00008864787,0.001799444,0.007143899,0.00004867822,0.000413178,0.0001334846,0.00002814709,0.0002514543,0.001207769,0.3626448,0.6261576],"study_design_scores_gemma":[0.0001036946,0.00009549682,0.005094225,0.007893868,0.0001150925,0.001845154,0.0002478305,0.00003238393,0.00009405304,0.001322856,0.983146,0.000009285171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003903371,0.8338563,0.0007728928,0.01168727,0.01829772,0.0004084859,0.001127639,0.000207052,0.1297393],"genre_scores_gemma":[0.0351414,0.8241199,0.001522121,0.02519724,0.02520789,0.0006193378,0.002686801,0.00005536615,0.08544993],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08548764,"threshold_uncertainty_score":0.2859846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3674289119557282,"score_gpt":0.5496917068421696,"score_spread":0.1822627948864414,"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."}}