{"id":"W3134847632","doi":"10.1016/s0016-5085(21)01930-2","title":"Sa474 DIAGNOSTIC ACCURACY OF A LOW COST, WIDELY AVAILABLE TEST STRIP FOR PREDICTING A POSITIVE FECAL CALPROTECTIN TEST","year":2021,"lang":"en","type":"article","venue":"Gastroenterology","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Calprotectin; Feces; Test (biology); Statistics; Medicine; Internal medicine; Mathematics; Biology; Microbiology; 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":[0.001176609,0.0006326061,0.0004651007,0.00168764,0.00016331,0.0007996483,0.0004025255,0.001072239,0.001498196],"category_scores_gemma":[0.003257542,0.0003045895,0.0005865199,0.0005912205,0.0002835439,0.0002549371,0.0003145369,0.0004182866,0.0007532153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000273044,"about_ca_system_score_gemma":0.0002130388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007627186,"about_ca_topic_score_gemma":0.0007559755,"domain_scores_codex":[0.9985165,0.0005027573,0.0001024563,0.0002089742,0.0005538479,0.0001154753],"domain_scores_gemma":[0.9983066,0.0008829155,0.0002167211,0.0000914439,0.0003911832,0.0001111073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009210853,0.000426297,0.7586089,0.0002760301,0.0004541787,0.0008183791,0.0001804931,0.000830042,0.1550217,0.0001454379,0.001584879,0.07244281],"study_design_scores_gemma":[0.000272028,0.007839306,0.8106228,0.0001669659,0.0008391252,0.007754521,0.0003891994,0.0335915,0.133305,0.0002814316,0.004862771,0.00007536222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933376,0.002146191,0.001773779,0.0001656413,0.000104196,0.00002246226,0.0003882842,0.000137227,0.001924604],"genre_scores_gemma":[0.9952098,0.0002811539,0.00315007,0.0001235193,0.00004172987,0.00001731709,0.000515848,0.00001123854,0.0006493314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00168764,"threshold_uncertainty_score":0.006222606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607526164688226,"score_gpt":0.26290476377942,"score_spread":0.2468295021325378,"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."}}