{"id":"W7084045015","doi":"10.1016/s1569-1993(25)01689-3","title":"70 Investigating strain relatedness amongst isolates of the Burkholderia cepacia complex infecting adults with cystic fibrosis in Southern Alberta","year":2025,"lang":"en","type":"article","venue":"Journal of Cystic Fibrosis","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cystic fibrosis; Burkholderia cepacia complex; Strain (injury); Burkholderia","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":[0.0003157047,0.0002926172,0.0001983644,0.001010356,0.001270486,0.0007542026,0.0003262569,0.0002864715,0.000629818],"category_scores_gemma":[0.0009101636,0.000195164,0.0001396944,0.001108082,0.0004664815,0.0001553586,0.0005110004,0.0002992418,0.0001285686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002366642,"about_ca_system_score_gemma":0.002706157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7613749,"about_ca_topic_score_gemma":0.7952263,"domain_scores_codex":[0.999527,0.00005102056,0.00002928655,0.00006989583,0.0001597189,0.0001630963],"domain_scores_gemma":[0.9995798,0.00004570329,0.00006493245,0.000009752811,0.0001988267,0.000100854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001413145,0.00006437124,0.98032,0.00002406546,0.0000172752,0.0008113526,0.005201637,0.0001146182,0.008729029,0.00005733291,0.0001145995,0.004404436],"study_design_scores_gemma":[0.000003397687,0.0001155158,0.9910019,0.00001096245,0.00001779539,0.0004430024,0.006987446,0.0001020655,0.0008064347,0.00001144548,0.0004961056,0.000003974693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992193,0.0000554149,0.00007386825,0.00001916178,0.000001883401,0.0000146733,0.0001057481,0.000001219153,0.0005086673],"genre_scores_gemma":[0.998922,0.0001494408,0.000152025,0.00004282666,0.000002824563,0.000005124333,0.0001888311,0.000001375998,0.0005356537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2386251,"threshold_uncertainty_score":0.4800608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008861349388201621,"score_gpt":0.2187138593517733,"score_spread":0.2098525099635717,"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."}}