{"id":"W4400895629","doi":"10.1101/2024.07.19.24310721","title":"Impact analysis of infant antibiotic exposure on the burden of asthma: a simulation modeling study","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; BC Children's Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"Canadian Institutes of Health Research; Genome Canada","keywords":"Asthma; Antibiotics; Medicine; Intensive care medicine; Internal medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007968872,0.001206949,0.00218092,0.001803378,0.0006250312,0.001450636,0.002349423,0.001930692,0.003775703],"category_scores_gemma":[0.01675076,0.0008718544,0.004741843,0.002098941,0.0004772735,0.0006447991,0.00108537,0.001400976,0.0002250867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004333423,"about_ca_system_score_gemma":0.005091669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2159645,"about_ca_topic_score_gemma":0.1080917,"domain_scores_codex":[0.9963853,0.00288492,0.0001063066,0.0002453157,0.0001562573,0.0002218609],"domain_scores_gemma":[0.9800546,0.01638991,0.001347184,0.0006006797,0.001156291,0.0004513096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009624402,0.0002669363,0.04732791,0.0003619654,0.004998927,0.0003256027,0.0001097711,0.9344413,0.0002138264,0.004007194,0.001582122,0.005402123],"study_design_scores_gemma":[0.0005034033,0.0002664113,0.007655743,0.0001423037,0.00205819,0.00007784558,0.00009187299,0.9854251,0.0001144559,0.002320677,0.00130683,0.00003715464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408886,0.005689973,0.03412259,0.002960785,0.0001370481,0.000471355,0.007251538,0.000259642,0.008218491],"genre_scores_gemma":[0.9869315,0.001496522,0.008062051,0.00031952,0.00004535429,0.0003383163,0.001606339,0.00002579337,0.00117467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2159645,"threshold_uncertainty_score":0.4294149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03403323233341701,"score_gpt":0.3423559912388796,"score_spread":0.3083227589054626,"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."}}