{"id":"W4226276187","doi":"10.6000/1929-6029.2022.11.03","title":"Asthma Control Level and Relating Socio-Demographic Factors in Hospital Admissions","year":2022,"lang":"en","type":"article","venue":"International Journal of Statistics in Medical Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asthma; Medicine; Body mass index; Test (biology); Emergency department; Public health; Cross-sectional study; Pediatrics; Physical therapy; Internal medicine; Psychiatry; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006068167,0.0001388798,0.000216452,0.0009343498,0.000415367,0.0006480289,0.0002988059,0.0004258168,0.003305913],"category_scores_gemma":[0.003746502,0.0001396209,0.0003178092,0.001012253,0.0002672501,0.0004040191,0.0004582231,0.0007609145,0.0005054002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003784874,"about_ca_system_score_gemma":0.0003002709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004284909,"about_ca_topic_score_gemma":0.004231316,"domain_scores_codex":[0.999156,0.0001933396,0.0001574964,0.00009778328,0.0002651468,0.0001302774],"domain_scores_gemma":[0.9971322,0.000472849,0.001441823,0.0000795645,0.0002985575,0.0005748735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001966253,0.00002823921,0.9994453,0.000005851928,0.000008286594,0.000017026,0.00003178101,0.000006411989,0.00001634522,0.000003997513,0.00004153786,0.0003754811],"study_design_scores_gemma":[0.000001335038,0.0000531348,0.9995812,0.000005909438,0.000004574929,0.00007583873,0.0001498937,0.00003456354,0.0000136871,0.000006158377,0.00007196169,0.000001829135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979895,0.0003737069,0.00003416976,0.0001036469,0.00001434353,0.00001285273,0.0004082787,0.000003221401,0.001060188],"genre_scores_gemma":[0.9993415,0.000105823,0.00004029895,0.00003195239,0.00001353698,0.000008605856,0.000310815,9.286387e-7,0.0001463993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004284909,"threshold_uncertainty_score":0.0110594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05113231540365965,"score_gpt":0.4192356887713962,"score_spread":0.3681033733677365,"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."}}