{"id":"W4288433566","doi":"10.1371/journal.pone.0272154","title":"Urgent air transfers for acute respiratory infections among children from Northern Canada, 2005–2014","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Respiratory viral infections research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; NOSM University; University of Manitoba; Montreal Children's Hospital; Children's Hospital of Eastern Ontario; McGill University Health Centre; University of Alberta; University of Ottawa","funders":"Sanofi Pasteur; Children's Hospital Foundation; Fondation de l'Hôpital de Montréal pour enfants; Sanofi","keywords":"Medicine; Respiratory system; Respiratory tract infections; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005328321,0.0004578585,0.0003695569,0.001290492,0.002762187,0.001435412,0.001495394,0.0003158344,0.001840467],"category_scores_gemma":[0.001709984,0.0003963443,0.0005961825,0.003299616,0.0007047578,0.0004079741,0.001376225,0.0009327697,0.0002126001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0297649,"about_ca_system_score_gemma":0.04121851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917693,"about_ca_topic_score_gemma":0.9957091,"domain_scores_codex":[0.9988214,0.00004544903,0.00007257437,0.00014552,0.0004159501,0.0004989807],"domain_scores_gemma":[0.997739,0.00006894572,0.0006160923,0.00005546784,0.0009337126,0.0005868067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002672733,0.00001567026,0.9962472,0.00005391398,0.00003142221,0.0001492478,0.0005298547,0.00007104216,0.00007567066,0.00004984112,0.001159514,0.001589922],"study_design_scores_gemma":[0.000003366394,0.00001527096,0.9964396,0.00007818473,0.00001872108,0.0001473031,0.002118475,0.0001092829,0.00005056668,0.00001324693,0.0009990666,0.000006686738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982861,0.001106816,0.000131371,0.0002871348,0.00003324776,0.00009938777,0.01290468,0.00001832577,0.002557975],"genre_scores_gemma":[0.9925159,0.001086083,0.0002745993,0.000180706,0.00001694125,0.0000536522,0.004789134,0.000007493069,0.001075471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0297649,"threshold_uncertainty_score":0.2159604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04306203291926117,"score_gpt":0.286648403500076,"score_spread":0.2435863705808148,"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."}}