{"id":"W1865112","doi":"10.69645/kdwy9261","title":"The continuum of COPD: a physiological perspective","year":2012,"lang":"en","type":"article","venue":"˜The œbiomedical & life sciences collection.","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Perspective (graphical); COPD; Continuum of care; Physics; Theoretical physics; Medicine; Computer science; Internal medicine; Political science; Artificial intelligence","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":[0.004841059,0.0005831245,0.001122751,0.005407134,0.001811194,0.009304842,0.001721501,0.002797373,0.003831721],"category_scores_gemma":[0.01017552,0.0004187255,0.0007524352,0.003337064,0.01291161,0.007542271,0.003975192,0.005288822,0.0005758365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002871331,"about_ca_system_score_gemma":0.004147348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003984565,"about_ca_topic_score_gemma":0.004069819,"domain_scores_codex":[0.9968845,0.001677576,0.0001915638,0.0003096262,0.0006426044,0.00029413],"domain_scores_gemma":[0.9940255,0.003149731,0.0005251277,0.0004296178,0.0008219939,0.001047941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002257974,0.0006177126,0.02936264,0.001694681,0.0001117115,0.000904576,0.01356988,0.00132948,0.002446942,0.8221726,0.03070024,0.09686372],"study_design_scores_gemma":[0.00005475025,0.0005056774,0.07798929,0.002470326,0.00007210167,0.00282355,0.02618203,0.001758683,0.0006358519,0.6899341,0.1974465,0.0001271775],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05568594,0.2205559,0.02269045,0.561928,0.008957421,0.0002066607,0.001666939,0.0001501259,0.1281585],"genre_scores_gemma":[0.7128469,0.2043187,0.0131227,0.03930261,0.02301703,0.000491959,0.0007865659,0.00008171254,0.00603178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009304842,"threshold_uncertainty_score":0.02560228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03230665292044974,"score_gpt":0.3334853149847429,"score_spread":0.3011786620642931,"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."}}