{"id":"W7061290147","doi":"","title":"Quality of asthma treatment in children and adolescents (QUAST-CA)","year":2022,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asthma; Medical prescription; Logistic regression; Exacerbation; Odds ratio; Cohort; Retrospective cohort study; Cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001420204,0.00016724,0.0003887748,0.0002205994,0.0001042593,0.000008148266,0.0002251313,0.00006920654,0.0001813349],"category_scores_gemma":[0.000001714843,0.0002140967,0.0001396543,0.0001702094,0.00003988361,0.00006288649,0.00007882115,0.0002697293,0.000006363709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544463,"about_ca_system_score_gemma":0.0001690157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0343609,"about_ca_topic_score_gemma":0.166747,"domain_scores_codex":[0.9989391,0.0001422384,0.0001238004,0.0002801092,0.0002820258,0.0002327078],"domain_scores_gemma":[0.9994366,0.00001962062,0.0002228778,0.0002090084,0.00005149417,0.00006038409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002792347,0.0004948867,0.9879223,0.00009444083,0.0001753226,0.000001461561,0.0004657782,0.00001689013,0.0004315464,0.001721717,0.0001801532,0.00821625],"study_design_scores_gemma":[0.001453658,0.0001990039,0.9844109,0.00004626352,0.00002535122,1.570868e-7,0.01281456,0.00004679107,0.0002098136,0.0001278215,0.0005102112,0.0001554384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966283,0.0001509057,0.00001714994,0.00004440366,0.00003054857,0.0003821064,0.0001713068,0.000005613664,0.002569684],"genre_scores_gemma":[0.9971631,0.00007643832,0.00003532866,8.864513e-7,0.00001603148,0.000001310838,0.0007929045,0.00001352769,0.001900535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1323861,"threshold_uncertainty_score":0.9720694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362680465104262,"score_gpt":0.2673115587069516,"score_spread":0.253684754055909,"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."}}