{"id":"W2064260812","doi":"10.4137/ccrpm.s5535","title":"Optimal Management of Severe/Refractory Asthma","year":2011,"lang":"en","type":"article","venue":"Clinical Medicine Insights Circulatory Respiratory and Pulmonary Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Wheeze; Asthma; Intensive care medicine; Airway hyperresponsiveness; Bronchial hyperresponsiveness; Airway; Refractory (planetary science); Chronic cough; Disease; Pediatrics; Respiratory disease; Internal medicine; Anesthesia; Lung","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":[0.0006093479,0.0003661394,0.0009647677,0.0004213716,0.0004323561,0.0008717352,0.0005217399,0.0008175903,0.00205337],"category_scores_gemma":[0.001508476,0.00008389454,0.000420873,0.0002320753,0.0001989297,0.0005709221,0.0005428122,0.001814459,0.0009152898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003785096,"about_ca_system_score_gemma":0.00069173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004920173,"about_ca_topic_score_gemma":0.0009297884,"domain_scores_codex":[0.9993842,0.0001831689,0.00008376885,0.00003927598,0.0002534558,0.00005623889],"domain_scores_gemma":[0.9997469,0.00007197225,0.00004934425,0.000007802101,0.00007804955,0.00004601258],"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":[0.0005294882,0.0005212117,0.004570673,0.003631207,0.0001640181,0.002464211,0.0002724756,0.0008653564,0.006133008,0.004051746,0.07026943,0.906527],"study_design_scores_gemma":[0.0007267596,0.002572144,0.04960234,0.01560904,0.0005600813,0.02014611,0.001254186,0.002471032,0.004738279,0.01527028,0.8869588,0.00009090856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02550001,0.8982096,0.007853786,0.03146796,0.002467564,0.0002102945,0.0002403928,0.0001992052,0.03385118],"genre_scores_gemma":[0.2463279,0.7032178,0.01955108,0.01464121,0.008299509,0.0003612252,0.0005176158,0.00005162205,0.007032036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00205337,"threshold_uncertainty_score":0.006869256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09447223854454649,"score_gpt":0.3426013525040987,"score_spread":0.2481291139595522,"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."}}