{"id":"W3045006684","doi":"10.1017/s0022215120001395","title":"Identification of pathogens causing invasive fungal rhinosinusitis in surgical biopsies using polymerase chain reaction","year":2020,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Polymerase chain reaction; Identification (biology); Microbiology; Medicine; Pathology; Biology; Gene; Genetics; Botany","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":[0.0008299319,0.0003886472,0.0002412521,0.001111004,0.0001599461,0.0004071481,0.0002292926,0.0003529055,0.0009609455],"category_scores_gemma":[0.003040582,0.0002176498,0.0001551746,0.0004538659,0.000540087,0.0004182507,0.0002239226,0.0002864731,0.0003495257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364648,"about_ca_system_score_gemma":0.0002288298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000381605,"about_ca_topic_score_gemma":0.000454596,"domain_scores_codex":[0.9992964,0.0001433357,0.0001162343,0.0001569621,0.0002135629,0.00007341155],"domain_scores_gemma":[0.9980474,0.0008927533,0.0005144306,0.00006725533,0.0003664425,0.0001117862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005884929,0.00009468375,0.721935,0.0004723062,0.00004834461,0.005027273,0.000781261,0.0002386047,0.2345834,0.00006386491,0.0001416851,0.03602509],"study_design_scores_gemma":[0.00009820581,0.004719778,0.5773751,0.0005658678,0.0003027728,0.1312854,0.004256279,0.007364281,0.2674657,0.0004306217,0.006084893,0.00005111455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866275,0.002203925,0.009818062,0.00006125459,0.00002994447,0.0001422762,0.0001248925,0.00004007907,0.000952023],"genre_scores_gemma":[0.9887486,0.001250888,0.009374432,0.00005556816,0.00002020609,0.00007637352,0.0001885348,0.000006768251,0.000278795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001111004,"threshold_uncertainty_score":0.004389167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255413625305818,"score_gpt":0.2940956575579825,"score_spread":0.2615415213049243,"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."}}