{"id":"W4406384738","doi":"10.1016/j.ypdi.2015.12.007","title":"10.1016/j.ypdi.2015.12.007","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumonia; Disease; Association (psychology); Intensive care medicine; 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":[0.0006475782,0.001028121,0.0005365898,0.001869385,0.0009457695,0.003353965,0.001115501,0.003397413,0.9194463],"category_scores_gemma":[0.001635505,0.0003846082,0.000532857,0.0009063563,0.0007956059,0.00240038,0.001542244,0.00151238,0.9078444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000853029,"about_ca_system_score_gemma":0.001185138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001821878,"about_ca_topic_score_gemma":0.001766095,"domain_scores_codex":[0.9996872,0.00002523166,0.00002532812,0.00009231875,0.00009053176,0.00007937627],"domain_scores_gemma":[0.9988758,0.0001605652,0.0001324012,0.00007542059,0.0002023316,0.0005534413],"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":[0.0001796824,0.0002128999,0.003862171,0.0003916799,0.00002434982,0.0003471771,0.0001281984,0.0001660025,0.0006532538,0.004669701,0.3529622,0.6364027],"study_design_scores_gemma":[0.00003936303,0.0000682602,0.003098734,0.0006609517,0.0000232606,0.001996919,0.0002410395,0.000167557,0.0003220528,0.003148682,0.9902135,0.00001972668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003596446,0.009835896,0.00269404,0.00746326,0.002579917,0.00010381,0.003108889,0.002180711,0.9684371],"genre_scores_gemma":[0.01088059,0.003962297,0.001919496,0.002042703,0.0007595275,0.00007598648,0.001885941,0.0003364259,0.9781371],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08055371,"threshold_uncertainty_score":0.1149001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040737482945482,"score_gpt":0.2442640664999023,"score_spread":0.2338566916704475,"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."}}