{"id":"W4220968605","doi":"10.1186/s13223-022-00647-5","title":"Proceedings of the Canadian Society of Allergy and Clinical Immunology Annual Scientific Meeting 2021","year":2022,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Windsor","keywords":"Clinical immunology; Immunology; Medicine; Allergy; Family medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002701962,0.001099242,0.0008673746,0.001600204,0.001531753,0.003437052,0.001191519,0.002225133,0.2353355],"category_scores_gemma":[0.002687031,0.0003492912,0.0005886371,0.001211978,0.0007183757,0.0007202341,0.00139663,0.002404319,0.0979941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005706892,"about_ca_system_score_gemma":0.01739638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1367954,"about_ca_topic_score_gemma":0.2639887,"domain_scores_codex":[0.9983559,0.0001728459,0.00009963317,0.0001617928,0.0009114425,0.0002983893],"domain_scores_gemma":[0.9944851,0.0001926488,0.0001485239,0.0001235244,0.003660128,0.001390023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001050184,0.0000686733,0.001455199,0.0003124301,0.00002042942,0.0001587978,0.0000395017,0.00004141563,0.000673355,0.0004808141,0.8520294,0.1446149],"study_design_scores_gemma":[0.00001570911,0.00001514195,0.003895443,0.0002557935,0.000009078064,0.0001332091,0.0000682857,0.00005852835,0.00007806337,0.0001274514,0.9953361,0.000007232081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005962803,0.09313148,0.002798942,0.09977842,0.1147741,0.0008535389,0.008614804,0.0007435301,0.6733424],"genre_scores_gemma":[0.02267383,0.07559688,0.003976745,0.01155089,0.01546135,0.0004220893,0.008143013,0.0002440926,0.8619311],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2353355,"threshold_uncertainty_score":0.7872757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0389305383591587,"score_gpt":0.3834405162777073,"score_spread":0.3445099779185486,"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."}}