{"id":"W1976616956","doi":"10.1378/chest.1118150","title":"A Potential Life Saving Treatment of Severe Acute Asthma","year":2011,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Asthma; Acute severe asthma; Emergency medicine; Intensive care medicine; Emergency department; Medical emergency; Respiratory disease; Internal medicine; Psychiatry","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":[0.0002052486,0.0002512019,0.0005710982,0.0002654504,0.0004753756,0.0004933936,0.0004547264,0.0008827283,0.01235365],"category_scores_gemma":[0.0004257145,0.00007696667,0.0005749377,0.0001487346,0.0003545893,0.0005909894,0.0003650091,0.001624654,0.001086121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018193,"about_ca_system_score_gemma":0.0002462357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001547203,"about_ca_topic_score_gemma":0.0002634374,"domain_scores_codex":[0.9998891,0.00004623455,0.000007018984,0.00001271194,0.00002015005,0.00002478534],"domain_scores_gemma":[0.9998327,0.00008068139,0.00001741211,0.00001219772,0.00001172962,0.00004527254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01531805,0.002101362,0.004746919,0.001942856,0.0003281945,0.006638707,0.0002017652,0.001165807,0.06356282,0.01956175,0.02662849,0.8578032],"study_design_scores_gemma":[0.0131641,0.07190876,0.0828107,0.003011134,0.002303271,0.06643286,0.001283273,0.007087265,0.06195745,0.05930418,0.6304603,0.0002767698],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3900909,0.4323046,0.01952569,0.05205145,0.01024074,0.0002984889,0.001038658,0.0005362472,0.09391312],"genre_scores_gemma":[0.879371,0.07889698,0.007521779,0.006985561,0.006223247,0.0001372787,0.000454695,0.00004377338,0.02036566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01235365,"threshold_uncertainty_score":0.04132712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0419338439797815,"score_gpt":0.2692429875065869,"score_spread":0.2273091435268054,"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."}}