{"id":"W158113922","doi":"10.1155/2013/146839","title":"Facilitators and Solutions for Practicing Optimal Guided Asthma Self‐Management: The Physician Perspective","year":2013,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Hôpital du Sacré-Cœur de Montréal; Montreal Heart Institute; Institut National d'Excellence en Santé et en Services Sociaux; Université de Montréal; McGill University; Université du Québec à Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Perspective (graphical); Asthma; Asthma management; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000408973,0.0002038086,0.0002223374,0.0002997595,0.001484681,0.0001922022,0.0001434706,0.00007918102,0.0001325177],"category_scores_gemma":[0.0001849524,0.0001456787,0.0001700037,0.0001989512,0.0001930392,0.000343612,0.00003239487,0.0003570635,0.00005589283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005573124,"about_ca_system_score_gemma":0.001035962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112151,"about_ca_topic_score_gemma":0.001137398,"domain_scores_codex":[0.9984052,0.0001119442,0.0002984134,0.0002625246,0.0002325083,0.000689453],"domain_scores_gemma":[0.9979211,0.00008314088,0.0001388676,0.0002535662,0.0005018413,0.00110147],"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":[0.0003726277,0.000467044,0.02040386,0.0005496315,0.00320899,0.001543738,0.01193569,0.0007567069,0.002518239,0.05535686,0.6560973,0.2467893],"study_design_scores_gemma":[0.002603543,0.0006845793,0.07527144,0.0001632591,0.0003633615,0.0004532561,0.03159192,0.0006319806,0.00006018136,0.001166524,0.8865874,0.0004225486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955339,0.007222904,0.001615963,0.01438174,0.0004996677,0.003005135,0.00009946991,0.0001044637,0.01773171],"genre_scores_gemma":[0.9806624,0.00004783656,0.001575207,0.01549751,0.001094589,0.0001874832,0.00000270818,0.00006076784,0.0008714787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2463668,"threshold_uncertainty_score":0.9998152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383256307239138,"score_gpt":0.2837708750250566,"score_spread":0.2599383119526652,"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."}}