{"id":"W2150753333","doi":"","title":"Risk factors and pathophysiology of chronic obstructive pulmonary disease (COPD).","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Marigold Foundation","funders":"","keywords":"Medicine; Pathophysiology; COPD; Intensive care medicine; Pulmonary disease; Disease; Pathology; Internal medicine","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":[0.0006168655,0.0006111327,0.0005812955,0.001068311,0.0004483906,0.001116937,0.0003986696,0.0009604544,0.003962342],"category_scores_gemma":[0.001836771,0.0001615313,0.0004965489,0.0009917879,0.000546056,0.0005613543,0.0006685032,0.001683846,0.0009484934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003953499,"about_ca_system_score_gemma":0.001171882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001985881,"about_ca_topic_score_gemma":0.00241491,"domain_scores_codex":[0.999521,0.0001423698,0.00005285491,0.00005801998,0.000176731,0.00004896286],"domain_scores_gemma":[0.9993118,0.0001496732,0.0002568804,0.00003135347,0.0001171355,0.0001332009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004840228,0.0006382201,0.6348326,0.002803193,0.0006778945,0.002240709,0.0009846493,0.0004871941,0.004713254,0.04164723,0.05173288,0.258758],"study_design_scores_gemma":[0.00003547651,0.0003396493,0.8306558,0.001249155,0.0005568863,0.01024842,0.0005134054,0.0006432662,0.0006796792,0.03034884,0.1246744,0.00005493116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08432619,0.8213238,0.003687292,0.04717353,0.003534193,0.0001454877,0.002740294,0.0001509417,0.03691829],"genre_scores_gemma":[0.588766,0.3788799,0.007167714,0.005187498,0.006680257,0.0001878355,0.002517232,0.00003909681,0.01057442],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003962342,"threshold_uncertainty_score":0.01325536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862871706329367,"score_gpt":0.256601781982978,"score_spread":0.2379730649196843,"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."}}