{"id":"W2559079386","doi":"10.1136/bmjopen-2016-012970","title":"Cohort profile: the diabetes-tuberculosis treatment outcome (DITTO) study in Pakistan","year":2016,"lang":"en","type":"article","venue":"BMJ Open","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Diabetes mellitus; Tuberculosis; Cohort; Cohort study; Internal medicine; Prospective cohort study; Disease; Pediatrics; Intensive care medicine","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":[0.0006431843,0.0002469688,0.0002974445,0.0005744959,0.001139039,0.0007079236,0.0003302103,0.0004003028,0.001973333],"category_scores_gemma":[0.0009610701,0.0003071656,0.0004068226,0.001378965,0.0002600515,0.0005022347,0.000832112,0.0006420589,0.0003867694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007245723,"about_ca_system_score_gemma":0.001108019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03908717,"about_ca_topic_score_gemma":0.04302185,"domain_scores_codex":[0.9995399,0.0000829696,0.00004149467,0.00009945533,0.00008430987,0.0001519408],"domain_scores_gemma":[0.9993426,0.00004496458,0.000233687,0.0000695645,0.00008243643,0.0002266089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00015736,0.00006071562,0.9987011,0.000010546,0.00001754327,0.00009261735,0.0001509832,0.00001463799,0.00006470681,0.00002141612,0.000223099,0.0004851699],"study_design_scores_gemma":[0.0000263513,0.0001562932,0.9986382,0.00001497565,0.00001589036,0.0002021585,0.0005326268,0.00005449764,0.00002606283,0.0000196648,0.0003081289,0.000005135488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955928,0.0001283908,0.00006762204,0.00008435941,0.000008938152,0.00006785772,0.003293466,0.000002216552,0.0007543091],"genre_scores_gemma":[0.9975368,0.0001161365,0.0000677393,0.00006720074,0.00001017386,0.00005109935,0.001798279,0.000001182889,0.0003514431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03908717,"threshold_uncertainty_score":0.07771933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258632009851768,"score_gpt":0.4934478411256262,"score_spread":0.3675846401404494,"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."}}