{"id":"W4404097460","doi":"10.1183/13993003.congress-2024.pa4077","title":"Bronchiolitis severity and future healthcare utilization in healthy term infants","year":2024,"lang":"en","type":"article","venue":"","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Red Deer Polytechnic; University of Calgary","funders":"","keywords":"Bronchiolitis; Term (time); Health care; Medicine; Intensive care medicine; Pediatrics; Internal medicine; Respiratory system; Political science; Physics","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":[0.0004367385,0.0001554143,0.0002049541,0.0006050936,0.0003614674,0.0005397414,0.0003467521,0.0003616185,0.001503095],"category_scores_gemma":[0.001623295,0.0001828911,0.0005149669,0.0008606411,0.0002460498,0.0004155861,0.0004461665,0.0004838558,0.0001626906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000956304,"about_ca_system_score_gemma":0.0006587668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08881298,"about_ca_topic_score_gemma":0.09493757,"domain_scores_codex":[0.9996743,0.00004265463,0.00004501134,0.0000621451,0.00007217983,0.00010366],"domain_scores_gemma":[0.9989244,0.0001007397,0.0006568193,0.00002931786,0.00008784776,0.0002008069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001198416,0.000004912826,0.9995008,0.000007641291,0.00001288948,0.00001838365,0.00002621853,0.00001402029,0.0000213724,0.000007234546,0.00007166239,0.0003029408],"study_design_scores_gemma":[4.381243e-7,0.00001223542,0.9997912,0.00000911568,0.000004627344,0.000033056,0.00006083937,0.00002631819,0.000008584631,0.000003428514,0.00004937505,7.881574e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99684,0.0007637626,0.00002208246,0.0001878766,0.000007269755,0.000006552499,0.001724818,0.000002271764,0.0004453339],"genre_scores_gemma":[0.9982371,0.0004147655,0.00004615693,0.00005042,0.00001214685,0.000006074366,0.00111424,0.000001085047,0.0001180511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08881298,"threshold_uncertainty_score":0.1765921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06837225837117078,"score_gpt":0.4219733717250277,"score_spread":0.353601113353857,"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."}}