{"id":"W2098766699","doi":"10.1093/ije/dyr230","title":"Cohort Profile: The Ontario HIV Treatment Network Cohort Study (OCS)","year":2012,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario HIV Treatment Network; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Institute for Clinical Evaluative Sciences","keywords":"Cohort; Psychosocial; Medicine; Family medicine; Cohort study; Human immunodeficiency virus (HIV); Medical record; Gerontology; Psychiatry; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005112492,0.0001460291,0.0005719499,0.0001408942,0.00008228578,0.00001156639,0.0003420362,0.00007330851,0.00323863],"category_scores_gemma":[0.002129567,0.00007924344,0.0003995573,0.0000778896,0.0001331937,0.0001500053,0.00007534229,0.0004893542,0.0001852648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008041566,"about_ca_system_score_gemma":0.000250465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003010425,"about_ca_topic_score_gemma":0.002359677,"domain_scores_codex":[0.997188,0.0007841222,0.001005573,0.0001462013,0.0004253441,0.0004507077],"domain_scores_gemma":[0.997328,0.001105573,0.0004711086,0.0002415745,0.0005588277,0.0002948502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003318448,0.000936407,0.8736454,0.000001497849,0.002353927,0.00006110645,0.0003367053,0.00003115102,0.00001213294,0.0007267595,0.1166033,0.004959791],"study_design_scores_gemma":[0.001098655,0.002707972,0.8518979,0.00005243424,0.000217457,0.0008810177,0.0001302468,0.0001101538,0.00001180427,0.0002469438,0.1425911,0.00005430386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675063,0.001227282,0.001935754,0.00968644,0.001400526,0.0008823731,0.00001338699,0.00001182041,0.01733609],"genre_scores_gemma":[0.9648483,0.000242594,0.001169668,0.0007753883,0.00305123,0.00007113186,0.00004396069,0.00001419404,0.02978349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02598778,"threshold_uncertainty_score":0.9976726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07670701022507767,"score_gpt":0.4219987271426205,"score_spread":0.3452917169175429,"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."}}