{"id":"W3162166440","doi":"10.1016/j.anai.2021.04.025","title":"Insights into allergic risk factors from birth cohort studies","year":2021,"lang":"en","type":"review","venue":"Annals of Allergy Asthma & Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"Bayer; AstraZeneca","keywords":"Medicine; Asthma; Breastfeeding; Allergy; Atopy; Odds ratio; Disease; Cohort study; Hygiene hypothesis; Prospective cohort study; Immunology; Environmental health; Cohort; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003845508,0.001448023,0.004332495,0.003897351,0.0001820549,0.001536627,0.001455496,0.001594815,0.003939205],"category_scores_gemma":[0.009181817,0.0006390952,0.002797481,0.003506706,0.000501363,0.001363777,0.001195171,0.002211116,0.0007469954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007190288,"about_ca_system_score_gemma":0.001639298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0030991,"about_ca_topic_score_gemma":0.004995612,"domain_scores_codex":[0.9989305,0.0003101696,0.0002208439,0.0002032,0.0002820165,0.00005324687],"domain_scores_gemma":[0.9924022,0.006292343,0.000604931,0.0001301699,0.0004664715,0.0001039246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002210018,0.00006045543,0.002494657,0.08079496,0.003539439,0.0002192694,0.00007795399,0.0003283706,0.0004074238,0.001636727,0.01406928,0.8961505],"study_design_scores_gemma":[0.0004018675,0.0005059127,0.03592392,0.1538459,0.02362516,0.003604711,0.000330027,0.0005852055,0.0007792277,0.01132662,0.7688342,0.0002373538],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005725144,0.9995816,0.00006594259,0.0001174633,0.00007358504,0.000002198375,0.00003252875,0.000001982137,0.00006750431],"genre_scores_gemma":[0.0004211584,0.9991121,0.0001206592,0.0001251863,0.0001333085,0.000004276752,0.00003848945,8.444981e-7,0.0000439518],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004332495,"threshold_uncertainty_score":0.02033728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06824539570166455,"score_gpt":0.3639771091854923,"score_spread":0.2957317134838277,"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."}}