{"id":"W6889949223","doi":"10.3389/fmicb.2023.1205389.s001","title":"Data_Sheet_1_Stenotrophomonas maltophilia natural history and evolution in the airways of adults with cystic fibrosis.docx","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stenotrophomonas maltophilia; Sputum; Cystic fibrosis; Transmission (telecommunications); Cohort; Gene; Genotype; Pathogen; Natural history; Disease","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001335534,0.000851359,0.001338623,0.003608885,0.001102043,0.001708994,0.002172992,0.001365332,0.5620385],"category_scores_gemma":[0.01708019,0.0007616248,0.001044413,0.005903055,0.0003697299,0.001979411,0.001286033,0.0009556682,0.07851969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356708,"about_ca_system_score_gemma":0.004400019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08770654,"about_ca_topic_score_gemma":0.1033843,"domain_scores_codex":[0.9989588,0.0001116182,0.0002901824,0.0001835848,0.0002489377,0.0002068211],"domain_scores_gemma":[0.9885262,0.003425001,0.001785648,0.0007558651,0.00448026,0.001026985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005587233,0.0000655916,0.01306596,0.005037765,0.00005864596,0.00008393311,0.0000839011,0.0001925111,0.0002085525,0.0005760604,0.9665639,0.01350441],"study_design_scores_gemma":[0.004338173,0.000290877,0.2347973,0.008830707,0.0001802066,0.0006472603,0.0007932706,0.0008125555,0.0006596696,0.002493718,0.7459886,0.0001676805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003911365,0.00003829769,0.00005939803,0.0001908698,0.0000290767,0.0002022191,0.9968895,0.0001215084,0.002078021],"genre_scores_gemma":[0.00698253,0.0003910891,0.00152823,0.001150549,0.000171543,0.003020034,0.974847,0.0002775936,0.01163146],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4379615,"threshold_uncertainty_score":0.6246989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734694918504937,"score_gpt":0.2201623577439027,"score_spread":0.2028154085588533,"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."}}