{"id":"W1932093385","doi":"10.1155/2003/526576","title":"How Can we Battle the Scourge of Diarrhea? 2003 Mckenna Memorial Lecture","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Crohn's and Colitis Foundation; Crohn's and Colitis Foundation of America","keywords":"Diarrhea; Diarrheal diseases; Limiting; Pathogen; Intensive care medicine; Mechanism (biology); Diarrheal disease; Immunology; Incidence (geometry); Medicine; Biology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001008983,0.0007385546,0.0005085747,0.0006239503,0.001003108,0.001922291,0.0006304894,0.002980924,0.02409268],"category_scores_gemma":[0.002159316,0.0002232271,0.0003558102,0.0002705797,0.001081074,0.002108156,0.0007990585,0.006364212,0.008703758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001975584,"about_ca_system_score_gemma":0.001767251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00825346,"about_ca_topic_score_gemma":0.02068399,"domain_scores_codex":[0.9996719,0.00005669186,0.00001792566,0.00007712652,0.0001087518,0.00006759726],"domain_scores_gemma":[0.9987887,0.0001206993,0.00003211597,0.00002360239,0.0003701671,0.00066478],"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":[0.00009258079,0.00002799802,0.0003263176,0.0001110239,0.00001202289,0.0002931115,0.0000821324,0.00005649282,0.0004530698,0.002280187,0.9292331,0.06703201],"study_design_scores_gemma":[0.00002184796,0.00004704579,0.0006834004,0.0001887792,0.00001009484,0.0007652295,0.0002118779,0.00005696451,0.0001846071,0.001771117,0.9960451,0.00001397115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00164678,0.1012942,0.0008996957,0.7424846,0.1194992,0.0000261748,0.00008454761,0.00009986313,0.03396492],"genre_scores_gemma":[0.02924648,0.2189629,0.003035983,0.2098757,0.08844199,0.00005251103,0.0001531701,0.0001440405,0.4500872],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02409268,"threshold_uncertainty_score":0.080598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009266493453378868,"score_gpt":0.2245849999020285,"score_spread":0.2153185064486496,"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."}}