{"id":"W2894863168","doi":"10.1177/0194599818801888","title":"An Evaluation of SPARC Protein as a Serum Biomarker of Chronic Rhinosinusitis","year":2018,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Scheme for Promotion of Academic and Research Collaboration; McGill University Health Centre","keywords":"Medicine; Biomarker; Chronic rhinosinusitis; Endoscopic sinus surgery; Disease; Prospective cohort study; Internal medicine; Gastroenterology; Endoscopy; Pathology; Surgery; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000870829,0.0003606922,0.0003454503,0.0005884722,0.0002507817,0.0004299075,0.0001718168,0.0003682754,0.0009055427],"category_scores_gemma":[0.001522899,0.0001092656,0.0001991624,0.0004744466,0.0002884463,0.0002229767,0.0002434943,0.0003116858,0.000165529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002955514,"about_ca_system_score_gemma":0.000332571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006029204,"about_ca_topic_score_gemma":0.0006235716,"domain_scores_codex":[0.9995834,0.00009310034,0.00005017925,0.00008544704,0.000139935,0.0000479373],"domain_scores_gemma":[0.9991457,0.0001970843,0.0002713487,0.00003428574,0.0002018895,0.0001496773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002386067,0.0002660232,0.9434818,0.00009594933,0.00008918541,0.0003275547,0.00009508026,0.0001560684,0.04263224,0.00002848792,0.0001236034,0.01031795],"study_design_scores_gemma":[0.0001005109,0.006250273,0.9718577,0.00002145415,0.0001119189,0.001933336,0.0001711222,0.001496052,0.01731542,0.00003161198,0.0006996773,0.00001095269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985855,0.0006799458,0.0002689047,0.00003084076,0.00000962397,0.00003302284,0.0001156483,0.000007845909,0.0002687422],"genre_scores_gemma":[0.9989445,0.0001095807,0.0006364459,0.00002264001,0.00001028568,0.00002236707,0.0001375491,8.106533e-7,0.000115873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009055427,"threshold_uncertainty_score":0.004605412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03531830889896225,"score_gpt":0.3460299098373469,"score_spread":0.3107116009383846,"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."}}