{"id":"W2994036492","doi":"10.1503/cmaj.190582","title":"Respiratory Health Strategic Clinical Network","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Asthma; COPD; Medicine; Pulmonary disease; Emergency department; Intensive care medicine; Emergency medicine; Health care; Medical emergency; Environmental health; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007542214,0.000104767,0.000329625,0.0001992275,0.0003008982,0.0001795978,0.0002824158,0.0005368899,0.003469752],"category_scores_gemma":[0.0005985293,0.00009540323,0.0001048697,0.0003910831,0.00002273909,0.0002405694,0.00002637154,0.001326674,0.002725496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005188686,"about_ca_system_score_gemma":0.003571971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01841499,"about_ca_topic_score_gemma":0.1580897,"domain_scores_codex":[0.9973501,0.0001269527,0.0008351984,0.000184642,0.000774261,0.0007288497],"domain_scores_gemma":[0.9984735,0.00008693706,0.0006178265,0.0001401552,0.00031433,0.000367204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001993522,0.00001132762,0.5303575,0.00002994731,0.00003354823,0.0000824558,0.000006150344,0.000004238518,1.508893e-7,0.03918993,0.3814943,0.04878843],"study_design_scores_gemma":[0.0004353217,0.00002717509,0.04091027,0.00006817208,0.000003070029,0.00001962563,0.0001627657,0.0002114183,1.417196e-8,0.002466952,0.9555998,0.00009536107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7264108,0.0009047139,0.0000420816,0.1978468,0.01226886,0.0004357512,0.00000449762,0.0001466744,0.06193987],"genre_scores_gemma":[0.8284643,0.00003943487,0.00002659485,0.1550305,0.0161429,0.000003016211,0.000005018484,0.00001994692,0.0002682785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5741056,"threshold_uncertainty_score":0.998051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03780863131383295,"score_gpt":0.3026126965922901,"score_spread":0.2648040652784571,"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."}}