{"id":"W4406384834","doi":"10.1016/j.ypdi.2016.02.027","title":"10.1016/j.ypdi.2016.02.027","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Environmental health; 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":[0.0006974157,0.0009638682,0.0005583288,0.001675553,0.0009922576,0.003536861,0.00106086,0.003364297,0.8998328],"category_scores_gemma":[0.001788444,0.0004131729,0.0005051813,0.0008745347,0.0007627822,0.002361927,0.001448843,0.001641091,0.8771204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008324463,"about_ca_system_score_gemma":0.001296839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002062226,"about_ca_topic_score_gemma":0.002007264,"domain_scores_codex":[0.9997041,0.00002346568,0.00002483471,0.00008508839,0.00008322782,0.00007933485],"domain_scores_gemma":[0.9989353,0.0001479177,0.0001266557,0.00006844392,0.0002110017,0.0005106715],"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":[0.0002562928,0.0002093265,0.005256736,0.000450594,0.0000306899,0.000390421,0.0001627455,0.0001635067,0.0006729203,0.005007267,0.3919646,0.5954349],"study_design_scores_gemma":[0.000049986,0.00008232501,0.004526198,0.0008106487,0.00003170529,0.002287199,0.0003080011,0.0001585032,0.0003417703,0.004108042,0.9872711,0.00002449738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005363239,0.01591384,0.002902234,0.01232422,0.00406751,0.000128262,0.005105863,0.002315719,0.951879],"genre_scores_gemma":[0.01596955,0.005770196,0.002044749,0.002770176,0.001063321,0.00009726574,0.002896388,0.0003962019,0.9689922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1001672,"threshold_uncertainty_score":0.1428762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009254458428459473,"score_gpt":0.2328773830252508,"score_spread":0.2236229245967913,"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."}}