{"id":"W4387500809","doi":"10.37349/eaa.2023.00013","title":"Impact of the GINA asthma guidelines 2019 revolution on local asthma guidelines and challenges: special attention to the GCC countries","year":2023,"lang":"en","type":"article","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Asthma; Medicine; Best practice; Asthma management; Health care; Economic growth; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0356073,0.0005897991,0.001152062,0.001609907,0.001315224,0.006009384,0.002010697,0.005399904,0.00488765],"category_scores_gemma":[0.06892612,0.0004316669,0.001180345,0.003083664,0.003426193,0.003759484,0.00413127,0.00857824,0.0009828494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008389715,"about_ca_system_score_gemma":0.04584821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04663196,"about_ca_topic_score_gemma":0.04363573,"domain_scores_codex":[0.9797871,0.01076187,0.002746385,0.0009059435,0.004163225,0.001635494],"domain_scores_gemma":[0.946182,0.01926871,0.005650216,0.001706428,0.02149795,0.005694825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001782585,0.0001734217,0.009731668,0.01675284,0.0003566683,0.002383859,0.00856384,0.001798112,0.0009885916,0.06561549,0.3943383,0.499119],"study_design_scores_gemma":[0.00005569601,0.00009601114,0.007072909,0.01699636,0.000133287,0.0005403865,0.003711706,0.0001744114,0.0003044978,0.004764519,0.9660707,0.00007941058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009367,0.2205478,0.001588152,0.7282447,0.02223233,0.0001763469,0.0007690398,0.0001483597,0.01692624],"genre_scores_gemma":[0.1489055,0.3002577,0.01997917,0.5077836,0.01165488,0.0004960749,0.002050295,0.0004622802,0.008410587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04663196,"threshold_uncertainty_score":0.1883116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06261429918993235,"score_gpt":0.3497429123864563,"score_spread":0.2871286131965239,"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."}}