{"id":"W3146802560","doi":"10.1186/s12866-021-02159-5","title":"Azithromycin and the microbiota of cystic fibrosis sputum","year":2021,"lang":"en","type":"article","venue":"BMC Microbiology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary General Hospital; McMaster University; University of Calgary","funders":"Canadian Institutes of Health Research; Calgary Laboratory Services","keywords":"Azithromycin; Cystic fibrosis; Microbiome; Sputum; Biology; Internal medicine; Medicine; Microbiology; Antibiotics; Bioinformatics; Pathology; Tuberculosis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003002526,0.0001353013,0.000264472,0.0004663003,0.0004012744,0.0007108235,0.0001171363,0.000347857,0.001110711],"category_scores_gemma":[0.001299522,0.0001019043,0.0001799381,0.0005304415,0.0002727586,0.0002353821,0.0004035615,0.0002885899,0.0002026255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003301987,"about_ca_system_score_gemma":0.000276941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002379891,"about_ca_topic_score_gemma":0.002743329,"domain_scores_codex":[0.9995763,0.0001149924,0.00004810769,0.00008032002,0.0001071392,0.00007319892],"domain_scores_gemma":[0.9992673,0.0001157679,0.0003167274,0.00002986128,0.0001261693,0.00014421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006086387,0.00006388783,0.9596309,0.00006917692,0.00004382161,0.000352242,0.0003757326,0.00006583989,0.03081971,0.00002507456,0.0001069896,0.007838039],"study_design_scores_gemma":[0.000005539971,0.0002847863,0.996552,0.00001908515,0.00002141962,0.0007292532,0.0002993588,0.0001536291,0.001533373,0.00003037028,0.0003679751,0.00000333871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987036,0.000707254,0.00006688455,0.00005383579,0.000004517263,0.000009140434,0.0001357668,0.000002151307,0.0003168607],"genre_scores_gemma":[0.9992946,0.0002402639,0.0001698613,0.00003075888,0.000009316434,0.000006212703,0.0001449764,0.00000105734,0.000102944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002379891,"threshold_uncertainty_score":0.004732072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120343787151177,"score_gpt":0.2738379096358938,"score_spread":0.262634471764382,"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."}}