{"id":"W1556774976","doi":"","title":"Study: Weight loss key to manage asthma in obese adults","year":2015,"lang":"en","type":"article","venue":"Medical economics","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asthma; Weight loss; Medicine; Key (lock); Practice management; Obesity; Family medicine; Alternative medicine; Internal medicine; Computer science; Computer security; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00132682,0.000543242,0.0009888752,0.0003213878,0.00116197,0.0009683587,0.0008908241,0.001086832,0.007843208],"category_scores_gemma":[0.00473641,0.0002881827,0.002284492,0.0006257339,0.0003091906,0.000631507,0.000688402,0.003085846,0.001054818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002812582,"about_ca_system_score_gemma":0.006924426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1447362,"about_ca_topic_score_gemma":0.1938616,"domain_scores_codex":[0.999436,0.0001704518,0.00006468331,0.00007413235,0.0001484457,0.0001062868],"domain_scores_gemma":[0.9982809,0.0002504155,0.0002863906,0.0001031422,0.0003144846,0.0007646492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4333778,0.01805083,0.1076348,0.008352003,0.01204677,0.0002684041,0.0006137501,0.0004766244,0.002483103,0.001435399,0.1703844,0.244876],"study_design_scores_gemma":[0.4407448,0.02271828,0.4708391,0.002377803,0.01363619,0.0002056095,0.0007563969,0.0006721181,0.0007241199,0.0006713132,0.04652765,0.0001267997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7781819,0.02515728,0.0009892151,0.04647933,0.006059509,0.01289781,0.09387707,0.0002446077,0.03611325],"genre_scores_gemma":[0.8973265,0.01617455,0.004567286,0.01852636,0.004260107,0.009863321,0.02945617,0.00006808248,0.01975777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1447362,"threshold_uncertainty_score":0.2877874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019913285786986,"score_gpt":0.297500134072274,"score_spread":0.2773010012144042,"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."}}