{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001287454,0.0006565943,0.0005403004,0.001526283,0.002651092,0.003546245,0.002273069,0.001872371,0.3242484],"category_scores_gemma":[0.004015967,0.0004094618,0.000402405,0.001959573,0.0007683702,0.0006451962,0.002079997,0.00203703,0.08752198],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01865668,"about_ca_system_score_gemma":0.06821375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5939578,"about_ca_topic_score_gemma":0.7636122,"domain_scores_codex":[0.9981294,0.0001524891,0.00007118547,0.0002181242,0.0009404771,0.0004883195],"domain_scores_gemma":[0.9936624,0.0002871941,0.0001795116,0.0001431021,0.002912924,0.002814976],"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":[0.00008770823,0.00003352884,0.002007961,0.0001312767,0.000005607326,0.0001083314,0.00004383076,0.0001051272,0.0001064043,0.002522386,0.9391666,0.05568126],"study_design_scores_gemma":[0.0001227922,0.00003947632,0.009678001,0.0003468679,0.00001091609,0.000128902,0.0002503623,0.0003494634,0.00007733563,0.001048297,0.9879341,0.0000135486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003901082,0.005579301,0.001225607,0.04987187,0.003443089,0.0008608493,0.06192745,0.001514516,0.8716762],"genre_scores_gemma":[0.04322658,0.006214915,0.0041654,0.01620629,0.002027428,0.0005301973,0.06111323,0.0005385641,0.8659775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9813433,"threshold_uncertainty_score":0.9638776,"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."}}