{"id":"W4250748138","doi":"10.1007/978-94-007-0753-5_100513","title":"Chronic Obstructive Lung Disease (COLD)","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Obstructive lung disease; Pulmonary disease; Lung disease; Medicine; Lung; Disease; Intensive care medicine; 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":[0.0003454041,0.0006487537,0.0005072718,0.001014695,0.0008321631,0.002151051,0.0005328191,0.0009973842,0.06665473],"category_scores_gemma":[0.0008468307,0.0002103543,0.000327027,0.001146567,0.0007083302,0.001783316,0.001401058,0.00212987,0.02867549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152832,"about_ca_system_score_gemma":0.00176781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003264818,"about_ca_topic_score_gemma":0.01232846,"domain_scores_codex":[0.9997638,0.00004258971,0.00001221056,0.0000324181,0.0001267465,0.00002231232],"domain_scores_gemma":[0.9998314,0.00006972442,0.000008699986,0.00001257067,0.00005320146,0.00002440381],"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":[0.00000725423,0.00003044537,0.00007771391,0.000224488,0.00000281804,0.00005159016,0.0002084325,0.0001164309,0.0002301632,0.05043246,0.7699577,0.1786605],"study_design_scores_gemma":[9.904065e-7,0.000003407435,0.0001153121,0.0001449771,0.000001081268,0.00006052692,0.00003655597,0.00001566683,0.00002281529,0.004810001,0.9947867,0.000001967507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003294122,0.05598033,0.002859328,0.007589932,0.008949046,0.00007274024,0.0004355433,0.0001914726,0.9235922],"genre_scores_gemma":[0.002060481,0.03347939,0.002328209,0.006089725,0.001918111,0.00008994066,0.0003487428,0.00009816472,0.9535873],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06665473,"threshold_uncertainty_score":0.2229823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668947366772676,"score_gpt":0.2788367233774743,"score_spread":0.2621472497097475,"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."}}