{"id":"W4402145188","doi":"10.1177/1942602x241268803","title":"Increasing Access to Undesignated Asthma Medication in Illinois","year":2024,"lang":"en","type":"article","venue":"NASN School Nurse","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Asthma; Medicine; Asthma medication; Emergency department; Family medicine; Population; Asthma exacerbations; Medical emergency; Asthma management; Asthma attack; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002347871,0.0001754403,0.0002332009,0.0007817188,0.0003541685,0.00008105997,0.0003287275,0.0003192668,0.00126316],"category_scores_gemma":[0.001935063,0.0001657732,0.00003862868,0.001568976,0.00002774848,0.0005472399,0.00003400166,0.001166149,0.003779818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282793,"about_ca_system_score_gemma":0.001820869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002831221,"about_ca_topic_score_gemma":0.0006481865,"domain_scores_codex":[0.996935,0.0008364597,0.0006872822,0.000485506,0.0003884239,0.0006673032],"domain_scores_gemma":[0.9979051,0.0007585416,0.00009709071,0.0003794729,0.0001746872,0.000685125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000692135,0.0002204582,0.3177985,0.0008296074,0.00001967608,0.00002579305,0.008328053,0.000042706,0.001909861,0.00139989,0.5779703,0.09076311],"study_design_scores_gemma":[0.0007631164,0.00009605621,0.9017537,0.003394934,0.00001913566,0.000008703486,0.00318759,0.001078218,0.0001036929,0.00213714,0.0871564,0.000301312],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434269,0.001064617,0.0008758939,0.03745333,0.007585438,0.00151322,0.00001252493,0.0004526675,0.007615426],"genre_scores_gemma":[0.9907333,0.000062673,0.0009870986,0.005162368,0.001156036,0.0003978881,0.00007946961,0.0000491853,0.001372039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5839552,"threshold_uncertainty_score":0.9996498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07443023880689642,"score_gpt":0.4909407576660866,"score_spread":0.4165105188591902,"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."}}