{"id":"W2122378285","doi":"10.1310/hct0806-421","title":"Evaluation of Stool Frequency and Stool Form as Measures of HIV-Related Diarrhea","year":2007,"lang":"en","type":"article","venue":"HIV Clinical Trials","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; University Health Network; Mount Sinai Hospital; Health Sciences Centre; Sinai Health System; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"University of Toronto; Innovative Research Group Project of the National Natural Science Foundation of China; University Health Network","keywords":"Diarrhea; Medicine; Internal medicine; Human immunodeficiency virus (HIV); Gastroenterology; Prospective cohort study; Antiretroviral therapy; Correlation; Viral load; Immunology","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":[0.002697437,0.0005527251,0.000493553,0.0007277401,0.0002412947,0.0004490748,0.0002694347,0.000274795,0.001035263],"category_scores_gemma":[0.007425434,0.0001381807,0.0003775895,0.0007066827,0.0003590812,0.0005168387,0.0004036058,0.0003552969,0.0001338127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001822067,"about_ca_system_score_gemma":0.0002851382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006318279,"about_ca_topic_score_gemma":0.0009270629,"domain_scores_codex":[0.9982136,0.001285807,0.0001334287,0.0001082825,0.0002105037,0.00004842117],"domain_scores_gemma":[0.9953556,0.001782688,0.002088158,0.0001947895,0.0003263934,0.0002524545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004739018,0.0001020104,0.9922271,0.00004189246,0.0001001305,0.00001454871,0.00003170679,0.0001108026,0.00022577,0.000010466,0.00003173904,0.006629991],"study_design_scores_gemma":[0.00003750901,0.002700211,0.9954785,0.00002160474,0.00007996017,0.000215225,0.00007509837,0.0008687739,0.0003223234,0.0000399062,0.0001540439,0.000006944917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997733,0.001101358,0.0005396098,0.00003620938,0.000006703999,0.00004877116,0.0001821272,0.000007616684,0.0003446895],"genre_scores_gemma":[0.9984152,0.0002414166,0.000927958,0.00001967119,0.000008573627,0.00004266356,0.0002091645,0.000001406349,0.0001338754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002697437,"threshold_uncertainty_score":0.0142656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3488472668489003,"score_gpt":0.5262927517135569,"score_spread":0.1774454848646567,"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."}}