{"id":"W3119032199","doi":"10.1186/s40359-020-00498-y","title":"Psycho-demographic profile in severe asthma and effect of emotional mood disorders and hyperventilation syndrome on quality of life","year":2021,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Hyperventilation syndrome; Anxiety; Hospital Anxiety and Depression Scale; Depression (economics); Psychopathology; Hyperventilation; Quality of life (healthcare); Asthma; Medicine; Mood; Mood disorders; Psychiatry; Population; Psychology; Internal medicine","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":[0.0004607752,0.0001673777,0.0002795604,0.0005202333,0.0002976047,0.0003830659,0.0001284873,0.0003266992,0.001763537],"category_scores_gemma":[0.001353023,0.000117065,0.0005092781,0.0004104246,0.0001686331,0.0002393311,0.0002902436,0.0005063465,0.0001672356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002192875,"about_ca_system_score_gemma":0.0001576203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001263939,"about_ca_topic_score_gemma":0.001790397,"domain_scores_codex":[0.9996705,0.00009572165,0.00004297585,0.00004658156,0.00008520133,0.00005902557],"domain_scores_gemma":[0.9989536,0.0001452161,0.0004950389,0.00002607084,0.00008948627,0.0002906828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000644158,0.00005388392,0.998457,0.00001303751,0.0000430458,0.00008907889,0.00004125541,0.00001882436,0.0001409265,0.00000498288,0.00004024477,0.001033265],"study_design_scores_gemma":[0.000002125399,0.00008421823,0.9995605,0.00000369213,0.000008294714,0.000212427,0.00005424832,0.00002757313,0.00001023365,0.000003645735,0.00003220013,9.22246e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990118,0.0004411315,0.00002077891,0.00004803551,0.000004812334,0.000008404858,0.0001372869,0.000001287302,0.0003264904],"genre_scores_gemma":[0.9996159,0.0001145512,0.00002795555,0.00002481541,0.000007042709,0.000005301338,0.0001437545,3.528959e-7,0.00006033956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001763537,"threshold_uncertainty_score":0.005899549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219255807988491,"score_gpt":0.331655747546286,"score_spread":0.3094631894664011,"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."}}