{"id":"W4406395663","doi":"10.1016/j.ysur.2016.04.030","title":"10.1016/j.ysur.2016.04.030","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Reduction (mathematics); Lung volume reduction; Lung volume reduction surgery; Volume (thermodynamics); Lung; Lung volumes; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006911762,0.001015834,0.0005025261,0.001549743,0.001057973,0.002944998,0.0009440248,0.003341832,0.9113693],"category_scores_gemma":[0.001760989,0.0003881671,0.0005385258,0.0006959871,0.000764096,0.002476855,0.001459392,0.001414491,0.8939098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007388425,"about_ca_system_score_gemma":0.001334687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00240405,"about_ca_topic_score_gemma":0.002612445,"domain_scores_codex":[0.9997527,0.00001861676,0.00002013812,0.00006908539,0.00007144889,0.00006793407],"domain_scores_gemma":[0.9990398,0.0001366151,0.0001215911,0.00005614156,0.000197246,0.0004485657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002452508,0.0002269288,0.004545834,0.0004313971,0.00002650307,0.00033776,0.0001831912,0.0002063266,0.0006698918,0.005795336,0.3822441,0.6050876],"study_design_scores_gemma":[0.0000486506,0.0001048863,0.004888083,0.0009259155,0.00003266318,0.001926899,0.0004047406,0.0002484118,0.0003839301,0.00476698,0.9862423,0.00002655179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005431672,0.01074676,0.002948476,0.009186244,0.003355067,0.0001135344,0.004082576,0.002442182,0.9616936],"genre_scores_gemma":[0.01369,0.003543522,0.001771931,0.001830351,0.0006608759,0.00007683462,0.002177017,0.0003633901,0.975886],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08863074,"threshold_uncertainty_score":0.126421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019200194859787,"score_gpt":0.2355883510483987,"score_spread":0.2253963490998008,"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."}}