{"id":"W2069388236","doi":"10.1007/bf02914566","title":"Detection of mycobacterial DNA from sputum of patients with cystic fibrosis","year":2004,"lang":"en","type":"article","venue":"Irish Journal of Medical Science (1971 -)","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"European Social Fund; Hospital for Sick Children","keywords":"Sputum; Cystic fibrosis; Medicine; Microbiology; DNA; Pathology; Internal medicine; Biology; Tuberculosis; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001365124,0.0001141063,0.000440599,0.0002671497,0.0000616418,0.00002665807,0.0004394478,0.0001120349,0.0004880762],"category_scores_gemma":[0.004091166,0.00007266252,0.0001086333,0.0006912734,0.0008570791,0.0003434176,0.00008187251,0.0003316242,0.00000618076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001500681,"about_ca_system_score_gemma":0.001338646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003151531,"about_ca_topic_score_gemma":0.00001885342,"domain_scores_codex":[0.9948555,0.00005577033,0.0006338882,0.0001857349,0.003938005,0.0003310656],"domain_scores_gemma":[0.9974149,0.0002158068,0.0004778272,0.0001917181,0.0008563024,0.0008433987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007446866,0.002574506,0.3554815,0.00027186,0.0001830844,0.0002846036,0.0006883346,0.000018373,0.5854492,0.00002332341,0.00110845,0.04646996],"study_design_scores_gemma":[0.00542443,0.003294461,0.8210573,0.001089181,0.00008955575,0.00004571911,0.00008407162,0.00001587057,0.1684234,0.00009814693,0.0002958252,0.00008213548],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997036,0.00007289765,0.001411549,0.0007231202,0.0004955528,0.0001358026,0.00002987761,0.0000053039,0.00008985264],"genre_scores_gemma":[0.9980911,0.00008496884,0.001363058,0.00007605556,0.0003690461,0.000001580497,0.000004365842,0.000007693087,0.000002120226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4655758,"threshold_uncertainty_score":0.5344092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144419905576829,"score_gpt":0.3046466300219189,"score_spread":0.2832024309661506,"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."}}