{"id":"W2289003509","doi":"10.1155/2013/375298","title":"Chronic Obstructive Pulmonary Disease: More Imaging, More Phenotyping…Better Care?","year":2013,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Pulmonary disease; Intensive care medicine; COPD; Internal medicine; Radiology","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":[0.02693036,0.001130006,0.00386356,0.002899147,0.001595412,0.008968308,0.003081132,0.01002576,0.009716622],"category_scores_gemma":[0.06879093,0.0009969348,0.001507189,0.00301264,0.007722352,0.01707695,0.004085035,0.01475176,0.001776996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005758733,"about_ca_system_score_gemma":0.007390533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008156966,"about_ca_topic_score_gemma":0.01578177,"domain_scores_codex":[0.9900477,0.004959802,0.001201204,0.0008853717,0.00231186,0.0005940934],"domain_scores_gemma":[0.9142255,0.05017912,0.005492087,0.004167879,0.01683282,0.0091026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005309096,0.0002043428,0.01046405,0.005002058,0.0004815343,0.000464323,0.001303391,0.0003199249,0.0004455274,0.01396804,0.4890248,0.477791],"study_design_scores_gemma":[0.00100994,0.0008426515,0.04964658,0.02919838,0.0009205366,0.003002848,0.01010478,0.001118721,0.0004567533,0.1357019,0.7674506,0.0005463809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001117184,0.1177318,0.001210093,0.8642703,0.01419693,0.00001724189,0.00008969495,0.00005441721,0.001312327],"genre_scores_gemma":[0.0359778,0.3177771,0.01052552,0.4742694,0.1588235,0.0001455509,0.000302739,0.0001473547,0.002031072],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02693036,"threshold_uncertainty_score":0.1424231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304842912369603,"score_gpt":0.2698459877160453,"score_spread":0.2567975585923493,"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."}}