{"id":"W7073558998","doi":"","title":"Cyanide in bronchoalveolar lavage is not diagnostic for Pseudomonas aeruginosa in children with cystic fibrosis","year":2011,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Glass properties and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Bronchoalveolar lavage; Cystic fibrosis; Pseudomonas aeruginosa; Cyanide; Biomarker; Respiratory disease; Pseudomonadales","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003999407,0.000116044,0.0002103378,0.0001418505,0.000236971,0.00004575801,0.000339373,0.00009548396,0.00005011485],"category_scores_gemma":[0.00002576056,0.0001067361,0.00003754464,0.0001568042,0.0004288783,0.0002631902,0.0001550589,0.0001808924,0.00001714169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005198545,"about_ca_system_score_gemma":0.00005973126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106577,"about_ca_topic_score_gemma":0.0003072045,"domain_scores_codex":[0.9986658,0.0001187351,0.0001629064,0.0003945421,0.000276874,0.0003811897],"domain_scores_gemma":[0.9992791,0.0001519727,0.00008052452,0.0002663428,0.000110341,0.0001116929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002973632,0.00018534,0.7095125,0.0001629516,0.00001662344,0.00003070827,0.002957685,0.000007720706,0.2862493,0.0002288783,0.0002099976,0.000140962],"study_design_scores_gemma":[0.0007231232,0.0003209384,0.7587029,0.0001621561,0.00001596689,0.00001757244,0.001204396,0.00003002845,0.2385114,0.00005730857,0.0001237896,0.0001304906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986672,0.00005172305,0.00008080983,0.000169228,0.00001875051,0.0008378943,0.00006767428,0.00001519043,0.00009150946],"genre_scores_gemma":[0.9958579,0.00004375839,0.002142463,0.000007168811,0.00002087287,0.0000169786,0.000006608931,0.0000106273,0.001893653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04919043,"threshold_uncertainty_score":0.9955196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06293859474735809,"score_gpt":0.2785023999612165,"score_spread":0.2155638052138584,"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."}}