{"id":"W2894510859","doi":"10.1128/jcm.01387-18","title":"Rapid Identification of Candida Species from Positive Blood Cultures by Use of the FilmArray Blood Culture Identification Panel","year":2018,"lang":"en","type":"letter","venue":"Journal of Clinical Microbiology","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; University of Toronto; Mount Sinai Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Blood culture; Identification (biology); Microbiology; Biology; Antibiotics; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005689201,0.0006029202,0.0006045339,0.0005876197,0.0006281332,0.001070028,0.0007274134,0.005300504,0.002704306],"category_scores_gemma":[0.00715395,0.0003759128,0.0005470964,0.0002324633,0.0007610005,0.001241158,0.0003738974,0.008388375,0.002460095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008952538,"about_ca_system_score_gemma":0.0005110175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113266,"about_ca_topic_score_gemma":0.001543535,"domain_scores_codex":[0.999056,0.0002509019,0.0001289808,0.0001218501,0.0002709166,0.0001712274],"domain_scores_gemma":[0.9980028,0.001127633,0.0001152187,0.0001224326,0.0003733268,0.0002585508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006227642,0.0003395221,0.01727412,0.0002014783,0.00004366811,0.3810391,0.000746813,0.0003381023,0.02043417,0.004473263,0.490172,0.08431508],"study_design_scores_gemma":[0.0002837573,0.0008137804,0.017852,0.0005157007,0.0001017498,0.653036,0.001084292,0.006718778,0.0177099,0.01127554,0.2904705,0.0001380549],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0743051,0.00707324,0.01299771,0.8248726,0.02559589,0.0002360991,0.0003890738,0.000461465,0.05406886],"genre_scores_gemma":[0.597964,0.006476961,0.0147192,0.2992906,0.04969955,0.0002146122,0.0004765868,0.0002194934,0.03093911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005300504,"threshold_uncertainty_score":0.009046733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04519174991621304,"score_gpt":0.3059857884185214,"score_spread":0.2607940385023083,"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."}}