{"id":"W1585179246","doi":"10.1111/j.1440-1843.2010.01800.x","title":"The safety of long‐acting beta‐agonists: More evidence is needed","year":2010,"lang":"en","type":"article","venue":"Respirology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; BETA (programming language); Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003930361,0.0001237426,0.0002861702,0.00005554084,0.0002128988,0.00000982684,0.0001951831,0.0001667773,0.000269418],"category_scores_gemma":[0.0008041706,0.00007647854,0.0001465961,0.0001356072,0.0005379645,0.00005143359,0.0000774888,0.0003804891,0.00004362401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001458787,"about_ca_system_score_gemma":0.0001918706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004394359,"about_ca_topic_score_gemma":0.0000477601,"domain_scores_codex":[0.9988496,0.00008395059,0.000342058,0.0002225414,0.0002095064,0.0002922853],"domain_scores_gemma":[0.9983637,0.0006443758,0.000161808,0.0005495303,0.0001333505,0.0001472532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005598805,0.0003209199,0.5155632,0.0003754115,0.0003263096,0.0003907359,0.001312074,0.00001113323,0.178835,0.001461769,0.00942916,0.2863754],"study_design_scores_gemma":[0.001603028,0.000931708,0.6485853,0.0001765972,0.0002676671,0.000214418,0.0009697353,0.0001405865,0.03408887,0.0001281793,0.3126588,0.0002351005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810086,0.00230823,0.00006185485,0.01424198,0.0003109174,0.0002358616,0.00000631036,0.00003797112,0.001788304],"genre_scores_gemma":[0.9954634,0.000140027,0.00008057472,0.003275542,0.00033994,0.00001159546,0.000002067425,0.00001716713,0.0006696891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3032297,"threshold_uncertainty_score":0.3118705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164698617986556,"score_gpt":0.3257775151308847,"score_spread":0.3041305289510192,"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."}}