{"id":"W4406564661","doi":"10.1016/j.ypdi.2016.02.029","title":"10.1016/j.ypdi.2016.02.029","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; COPD; Demography; 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":[0.0006998829,0.000958101,0.0005509206,0.001666086,0.0009914312,0.003509136,0.001042657,0.003294874,0.9007949],"category_scores_gemma":[0.001784804,0.0004104751,0.0005022431,0.0008794201,0.0007586559,0.002366779,0.001459163,0.001622368,0.8774977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008306191,"about_ca_system_score_gemma":0.001293632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002054438,"about_ca_topic_score_gemma":0.002040075,"domain_scores_codex":[0.9997057,0.0000229007,0.00002508182,0.000084281,0.00008231278,0.00007963464],"domain_scores_gemma":[0.9989374,0.0001462466,0.0001262103,0.0000687486,0.0002117454,0.0005096559],"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":[0.000252005,0.0002085706,0.005400813,0.0004432027,0.00003023269,0.0003879587,0.000163093,0.000160263,0.0006524811,0.00499611,0.3943094,0.5929959],"study_design_scores_gemma":[0.00004956313,0.00008177286,0.004541044,0.0008204759,0.00003106392,0.002271136,0.0003126422,0.0001555859,0.0003399847,0.004040772,0.9873319,0.00002398598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005492735,0.01538074,0.002903998,0.01231741,0.004179914,0.0001288614,0.005038403,0.002299744,0.9522582],"genre_scores_gemma":[0.01564081,0.005567476,0.001988221,0.002715709,0.001059043,0.00009407193,0.00280675,0.0003814181,0.9697465],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09920514,"threshold_uncertainty_score":0.141504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009219329971897592,"score_gpt":0.2328445535182641,"score_spread":0.2236252235463665,"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."}}