{"id":"W4298340177","doi":"","title":"Bacterial microbiome of lungs in COPD","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microbiome; COPD; Medicine; Pulmonary disease; Microbiology; Pathology; Biology; Bioinformatics; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003870711,0.0001170972,0.0003140126,0.0004677559,0.0002279561,0.0007609084,0.00009068316,0.0004618418,0.001009672],"category_scores_gemma":[0.0006313553,0.0001034504,0.0001149283,0.0003756998,0.0001638933,0.0003082819,0.0004010251,0.0003446272,0.0002981358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002647334,"about_ca_system_score_gemma":0.000469305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001529962,"about_ca_topic_score_gemma":0.002107491,"domain_scores_codex":[0.9998603,0.00004674498,0.00000924413,0.00001868114,0.00004700788,0.00001806262],"domain_scores_gemma":[0.9998766,0.00002797229,0.00002360781,0.000002462363,0.00004260683,0.000026736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001194889,0.0002191664,0.1156409,0.004203736,0.000232131,0.001658315,0.001212042,0.0004932974,0.1618763,0.004231816,0.04023856,0.6687988],"study_design_scores_gemma":[0.00006118252,0.001115294,0.6358731,0.002773564,0.0002145658,0.009283344,0.002318043,0.001000824,0.01500861,0.005147144,0.3271123,0.00009211645],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1381152,0.8420902,0.0007650507,0.01110472,0.001078061,0.0000285904,0.0002163798,0.00002525369,0.006576424],"genre_scores_gemma":[0.4264059,0.5602497,0.001930808,0.00334065,0.001155474,0.00002600721,0.0002436468,0.00001092547,0.006636953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001529962,"threshold_uncertainty_score":0.003377676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067768872702386,"score_gpt":0.5113646920603931,"score_spread":0.4045878047901546,"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."}}