{"id":"W4367606382","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a2556","title":"The Conundrum of Early Childhood Asthma Treatment: Evidence From the Canadian Asthma Primary Prevention Study","year":2023,"lang":"en","type":"article","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of British Columbia; University of Manitoba","funders":"","keywords":"Asthma; Primary prevention; Medicine; Primary (astronomy); Disease; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0149807,0.0006781142,0.002061761,0.001355528,0.002211408,0.002231221,0.00302639,0.002660677,0.004605203],"category_scores_gemma":[0.05083257,0.0005700638,0.002212148,0.003752065,0.001712042,0.001202463,0.001560203,0.003043125,0.0001688386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0117378,"about_ca_system_score_gemma":0.04201221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8928886,"about_ca_topic_score_gemma":0.9499924,"domain_scores_codex":[0.9871827,0.004644212,0.0008869168,0.0008690061,0.004570724,0.001846376],"domain_scores_gemma":[0.9688376,0.01491034,0.004527782,0.001842887,0.006327095,0.003554327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007060867,0.0006020023,0.7824007,0.0078844,0.01068052,0.0002858587,0.00182711,0.0008370758,0.0002058031,0.007187223,0.02769458,0.1533339],"study_design_scores_gemma":[0.001196908,0.0003030745,0.9542887,0.007476409,0.01190755,0.0001330274,0.0010595,0.0003123125,0.0001342229,0.001281852,0.02184461,0.00006178414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2808127,0.590152,0.0005959948,0.07699688,0.001799417,0.0003073344,0.01183527,0.0000332319,0.03746719],"genre_scores_gemma":[0.8898827,0.09549335,0.00082303,0.008529286,0.0009045805,0.00007953049,0.002714825,0.00001688983,0.001555836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1071114,"threshold_uncertainty_score":0.2154843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02802001540417976,"score_gpt":0.2900663689648373,"score_spread":0.2620463535606576,"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."}}