{"id":"W4393261947","doi":"10.1186/s13223-024-00888-6","title":"Evaluation of adherence to guideline-directed therapy and risk factors for exacerbation in mild asthma: a retrospective chart review","year":2024,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Medicine; Asthma; Exacerbation; Incidence (geometry); Retrospective cohort study; Asthma exacerbations; Medical record; Internal medicine; Intensive care medicine; Physical therapy; Pediatrics; Pathology","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":[0.002394195,0.0002019832,0.0006216336,0.004113253,0.000572021,0.0006813477,0.0005664242,0.0004239828,0.0008943152],"category_scores_gemma":[0.006694094,0.0003689817,0.0004517133,0.003650221,0.0004308184,0.000554578,0.0005580598,0.0003487517,0.0002003356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242959,"about_ca_system_score_gemma":0.001657115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01329812,"about_ca_topic_score_gemma":0.01277151,"domain_scores_codex":[0.9970939,0.000698743,0.0008256743,0.0004696009,0.0007013347,0.0002108236],"domain_scores_gemma":[0.9844749,0.003026757,0.008767438,0.0006629794,0.00239753,0.0006704932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004523278,0.00003244368,0.9973375,0.00008313792,0.00002710737,0.0002150712,0.0001856645,0.00002467176,0.00007366609,0.00001342257,0.0002076377,0.001754464],"study_design_scores_gemma":[0.00001087646,0.0001606353,0.9976051,0.00007954995,0.00003694924,0.0007969392,0.0004883654,0.0001353478,0.0001299526,0.000007013416,0.0005408999,0.000008281543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912031,0.002336028,0.0004017141,0.00007917358,0.00001330804,0.0005914998,0.004267355,0.00001799494,0.00108977],"genre_scores_gemma":[0.9949586,0.0009611901,0.0006488098,0.00008340863,0.00002169576,0.0002909288,0.002876934,0.000004102769,0.0001543298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01329812,"threshold_uncertainty_score":0.02644145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07511268291592572,"score_gpt":0.4036512739423456,"score_spread":0.3285385910264199,"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."}}