{"id":"W2943548856","doi":"10.3389/fped.2019.00162","title":"Asthma Across Age: Insights From Primary Care","year":2019,"lang":"en","type":"review","venue":"Frontiers in Pediatrics","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Asthma; Disease; Exacerbation; Pediatrics; Intensive care medicine; Immunology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007379568,0.0006716056,0.003005022,0.0004960636,0.00008256796,0.0000549147,0.0004200696,0.0008429467,0.00002442116],"category_scores_gemma":[0.0001007716,0.0005289934,0.0008747996,0.0008519485,0.0001121293,0.0001047835,0.0002300129,0.001059611,0.0002230088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008060664,"about_ca_system_score_gemma":0.001627612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002110451,"about_ca_topic_score_gemma":0.000007275577,"domain_scores_codex":[0.9969661,0.0001686462,0.0008606083,0.0008510892,0.0006077216,0.0005458476],"domain_scores_gemma":[0.9981337,0.0001126239,0.0004080506,0.0009096902,0.0001027279,0.0003332754],"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":[0.0000350167,0.0001045456,0.004570526,0.04485271,0.00007306103,0.001365768,0.0003604265,8.716225e-7,1.839634e-8,0.000001310096,0.03487198,0.9137638],"study_design_scores_gemma":[0.0008593597,0.0001007325,0.001244876,0.003880095,0.001253988,0.000009677516,0.0004369885,9.281361e-7,6.19704e-8,0.00001441681,0.9916645,0.0005343474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002934455,0.9905325,0.0001192215,0.000003461018,0.004796646,0.001370403,0.0007298927,0.00008934332,0.002065133],"genre_scores_gemma":[0.00001454219,0.9904485,0.001706165,0.0002059152,0.002616083,0.00007613812,0.003661173,0.0001475956,0.00112392],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9567925,"threshold_uncertainty_score":0.9997162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180280078228033,"score_gpt":0.3062965561501642,"score_spread":0.2844937553678839,"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."}}