{"id":"W2939363016","doi":"10.1017/cts.2017.42","title":"2346","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical and Translational Science","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bronchoalveolar lavage; Medicine; Lung; Population; Internal medicine; Neutrophilia; Methacholine; Immunology; Proinflammatory cytokine; Endocrinology; Andrology; Pathology; Inflammation; Respiratory disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008487882,0.0009511281,0.0005858925,0.001258232,0.001138918,0.003227256,0.001356306,0.001913212,0.6471473],"category_scores_gemma":[0.001734235,0.0002620271,0.0005656282,0.001051772,0.0004947291,0.00169665,0.002657354,0.001279275,0.5702254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009362712,"about_ca_system_score_gemma":0.001795122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604224,"about_ca_topic_score_gemma":0.002424084,"domain_scores_codex":[0.9991009,0.0001329215,0.00006783852,0.0002250486,0.0003297836,0.0001434524],"domain_scores_gemma":[0.998872,0.0001108959,0.00006978478,0.0001483279,0.0004647944,0.0003342888],"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":[0.0002568132,0.0001810437,0.002164774,0.0007317265,0.0000239482,0.0004990894,0.0002209697,0.0001828962,0.00429213,0.02139843,0.5419758,0.4280724],"study_design_scores_gemma":[0.00001396264,0.00004738225,0.0009386014,0.0001650288,0.000007663344,0.0003893644,0.0001181769,0.00006393802,0.0005454507,0.001359993,0.996341,0.00000944261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004497966,0.002858353,0.005518707,0.003964036,0.003761257,0.0003378649,0.006474966,0.002854265,0.9697326],"genre_scores_gemma":[0.01729018,0.002537477,0.004723323,0.00338583,0.0009927563,0.0002752197,0.01024726,0.0008994949,0.9596485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3528527,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103267722104983,"score_gpt":0.4666623572012425,"score_spread":0.3633946350962595,"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."}}