{"id":"W6977425982","doi":"10.6084/m9.figshare.c.7190718","title":"A survey of severe asthma in Canada: results from the CASCADE practice reflective program","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto; McMaster University; Western University; Université Laval","funders":"","keywords":"Asthma; Clinical Practice; Eosinophilic; Reflective practice; General practice; Metropolitan area; Primary care","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007514083,0.0002607202,0.0003323373,0.00005907538,0.00001195583,0.00002193598,0.0002701026,0.0001675089,0.01020157],"category_scores_gemma":[0.003504627,0.0002028807,0.00003659589,0.0003796091,0.000005712174,0.00003082862,0.0001146522,0.0005510297,0.0005492361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005094381,"about_ca_system_score_gemma":0.0004550748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9233224,"about_ca_topic_score_gemma":0.9968163,"domain_scores_codex":[0.9988009,0.0001216441,0.0002649439,0.0002863668,0.0002738908,0.0002522142],"domain_scores_gemma":[0.9985452,0.0009003574,0.0001175413,0.0003268319,0.00007462151,0.00003544317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001434099,0.000008258235,0.000007071402,0.0001935143,0.0002955471,0.0001020831,0.0003524079,0.0002321598,3.904026e-7,4.691301e-7,0.998,0.0007938026],"study_design_scores_gemma":[0.0001790133,0.00001481515,0.006802968,0.004055304,0.00001855557,0.000003198219,0.0001323998,0.0002230487,0.00001023131,0.00000159369,0.9883296,0.00022924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00000727023,0.009307412,5.502097e-8,0.00007071802,0.0001968807,0.0005430159,0.7061166,0.0002076593,0.2835504],"genre_scores_gemma":[0.06825135,0.0007272055,0.001353715,0.0003285597,0.001881459,0.003326515,0.6856633,0.004366868,0.234101],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07349393,"threshold_uncertainty_score":0.9907032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03338824033400564,"score_gpt":0.2765533480725361,"score_spread":0.2431651077385304,"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."}}