{"id":"W4205232882","doi":"10.1016/j.chest.2022.01.014","title":"Global Impact of Respiratory Disease","year":2022,"lang":"en","type":"editorial","venue":"CHEST Journal","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":288,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intensive care medicine; Respiratory system; Respiratory disease; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009971404,0.006290453,0.006412031,0.005716302,0.003298108,0.01254246,0.004074528,0.01831648,0.02179211],"category_scores_gemma":[0.02605306,0.00183413,0.003708116,0.003131574,0.00287649,0.00467265,0.002643082,0.02190973,0.01256297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003891088,"about_ca_system_score_gemma":0.005847088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004594801,"about_ca_topic_score_gemma":0.01302596,"domain_scores_codex":[0.9933473,0.001127972,0.000780986,0.0006159538,0.003544896,0.0005829118],"domain_scores_gemma":[0.9778952,0.007333594,0.001415291,0.0007149416,0.009148425,0.003492573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003337059,0.0000162012,0.00006112376,0.0005077706,0.00003896535,0.00008043076,0.00001237806,0.00002109164,0.00003528185,0.0002301227,0.9933068,0.005656429],"study_design_scores_gemma":[0.0001261998,0.00005079789,0.001085241,0.001455272,0.0001968315,0.0001781976,0.0001203169,0.0001345714,0.00006583899,0.00108884,0.9954695,0.00002845213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002143673,0.007142756,0.00002939382,0.02297503,0.9684678,0.00001295326,0.0000778144,0.00003191049,0.001240773],"genre_scores_gemma":[0.0003396464,0.007129022,0.00004634313,0.01481835,0.9739082,0.00001599152,0.00004837913,0.0000184121,0.003675676],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02179211,"threshold_uncertainty_score":0.0729019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04911706867044202,"score_gpt":0.4558449577899653,"score_spread":0.4067278891195232,"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."}}