{"id":"W2132549112","doi":"10.1191/1479972305cd079oa","title":"Dyspnea as clinical indicator in patients with chronic obstructive pulmonary disease","year":2005,"lang":"en","type":"article","venue":"Chronic Respiratory Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council","keywords":"Medicine; Spirometry; Physical therapy; COPD; Quality of life (healthcare); Anxiety; Beck Depression Inventory; Beck Anxiety Inventory; Depression (economics); Psychosocial; Asthma; Internal medicine; Psychiatry","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":[0.0008100264,0.0003411379,0.0004654752,0.0008680223,0.0004511708,0.0007042211,0.0002498242,0.0008246503,0.001260457],"category_scores_gemma":[0.003992813,0.0001886472,0.0002759226,0.0007285745,0.0003543409,0.0005555893,0.0005220954,0.0006451737,0.0002522377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00019167,"about_ca_system_score_gemma":0.0002152979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00085021,"about_ca_topic_score_gemma":0.001052802,"domain_scores_codex":[0.999246,0.0003056179,0.00008435721,0.00009753167,0.0001795011,0.00008701441],"domain_scores_gemma":[0.9977735,0.000663174,0.0008457141,0.00004917185,0.0002131892,0.0004553748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006762538,0.00003092212,0.9987687,0.00001057822,0.0000130813,0.0001028003,0.0000357572,0.00001825548,0.0001291773,0.000006646228,0.00004706048,0.0007694152],"study_design_scores_gemma":[0.000007938645,0.000161416,0.9989008,0.000005808789,0.00001299362,0.000579544,0.000111964,0.0001195101,0.00002060159,0.00001158123,0.00006473536,0.000003031732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980932,0.0009063903,0.000106384,0.00009273592,0.00001748824,0.00001623912,0.0001205791,0.000004532068,0.000642416],"genre_scores_gemma":[0.999512,0.000121304,0.0000781576,0.00004183379,0.00003240637,0.00001105668,0.0001451889,7.57715e-7,0.00005746033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001260457,"threshold_uncertainty_score":0.004283905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885208012246641,"score_gpt":0.315249752643366,"score_spread":0.2963976725208996,"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."}}