{"id":"W3158788073","doi":"10.36416/1806-3756/e20210114","title":"Is this asthma, COPD, or both?","year":2021,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Pneumologia","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Asthma; COPD; Family medicine; Gerontology; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002039821,0.0005218001,0.001737423,0.001219929,0.001522369,0.002927481,0.0007101704,0.007686724,0.01408876],"category_scores_gemma":[0.007399186,0.0003111977,0.0008151699,0.001285077,0.003338003,0.005302488,0.001275287,0.006551292,0.003286247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009031,"about_ca_system_score_gemma":0.002191196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006420019,"about_ca_topic_score_gemma":0.005592995,"domain_scores_codex":[0.9983112,0.0002648561,0.0001988994,0.0003967235,0.0004380913,0.0003903561],"domain_scores_gemma":[0.9965208,0.001039975,0.0007973636,0.0001824408,0.0006324989,0.0008269955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001226835,0.0005546633,0.06132263,0.004056551,0.0006581051,0.01110111,0.001473355,0.00009975426,0.001905674,0.04854051,0.4483218,0.4207389],"study_design_scores_gemma":[0.0003574243,0.0006043273,0.0932934,0.01792785,0.0009714894,0.0527794,0.00867537,0.0003974142,0.0005989637,0.1328694,0.691287,0.0002377876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007309913,0.2843654,0.0006912188,0.6677674,0.02093544,0.00003030983,0.0004587456,0.00005882144,0.01838261],"genre_scores_gemma":[0.1961033,0.4528147,0.001604515,0.2294764,0.09817079,0.00007971204,0.0007601497,0.00005062194,0.02093983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01408876,"threshold_uncertainty_score":0.04713154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04087522424584486,"score_gpt":0.3321638259289376,"score_spread":0.2912886016830927,"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."}}