{"id":"W4238760231","doi":"10.1186/s13223-018-0279-0","title":"Asthma","year":2018,"lang":"en","type":"review","venue":"Allergy Asthma and Clinical Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; McGill University; University of British Columbia; McMaster University Medical Centre","funders":"Pfizer Canada; Canadian Thoracic Society; CSL Behring; Takeda Canada; Merck Canada; Teva Pharmaceutical Industries; Shire Canada; AstraZeneca; Pfizer","keywords":"Medicine; Asthma; Inhaler; Intensive care medicine; Psychological intervention; Pharmacotherapy; Spirometry; Allergen immunotherapy; Asthma management; Allergy; Physical therapy; Immunology; Internal medicine; Allergen; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004232085,0.0006575172,0.003348744,0.0002063168,0.0001664938,0.00002900484,0.0003152091,0.001713694,0.001162685],"category_scores_gemma":[0.0004486233,0.0004620728,0.001458625,0.0002298319,0.001474716,0.00005645329,0.0003855168,0.001156862,0.00163298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004007248,"about_ca_system_score_gemma":0.0006786243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001013346,"about_ca_topic_score_gemma":0.00001441546,"domain_scores_codex":[0.9959052,0.0006108683,0.001659971,0.001033003,0.0001953922,0.0005955206],"domain_scores_gemma":[0.9973596,0.0006036948,0.0005407223,0.0009229707,0.0001491327,0.0004238458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001293145,0.0003829669,0.00002791552,0.001154021,0.002043628,0.0002618328,0.000006786297,3.067059e-9,1.422767e-7,0.0003442613,0.004827041,0.9908221],"study_design_scores_gemma":[0.001004457,0.002355558,0.001215083,0.004133839,0.000461883,0.0007665693,0.00002367963,0.000001307004,1.376437e-7,0.00004209738,0.9895713,0.0004241111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002779386,0.9940333,0.00001650216,0.000126589,0.001237242,0.0004979272,0.00002158447,0.0001265004,0.003662357],"genre_scores_gemma":[0.00001799302,0.9925879,0.0001414676,0.0006251142,0.00168832,0.00005721804,0.0001660654,0.000101029,0.004614849],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.990398,"threshold_uncertainty_score":0.9997831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05506676339582586,"score_gpt":0.3939542108779633,"score_spread":0.3388874474821374,"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."}}