{"id":"W2150570671","doi":"10.1093/ije/dys170","title":"Cohort Profile: The MUg Observational Cohort","year":2012,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Observational study; Cohort; Medicine; Interquartile range; Cohort study; Family medicine; Pediatrics; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003275451,0.0003369684,0.0006434412,0.001795522,0.0006409239,0.0007193417,0.0008091681,0.0007405659,0.00655973],"category_scores_gemma":[0.008281731,0.0003487927,0.0007439999,0.002641775,0.0001441636,0.0005571067,0.0009611053,0.0008950586,0.001643869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000602558,"about_ca_system_score_gemma":0.001890128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02720096,"about_ca_topic_score_gemma":0.03257561,"domain_scores_codex":[0.9984591,0.0004688516,0.0002274946,0.0002631181,0.0003508243,0.0002306571],"domain_scores_gemma":[0.9965791,0.0004102728,0.0008278331,0.0009298599,0.000797249,0.0004557293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002894141,0.0001596558,0.8858855,0.0005769221,0.0006621734,0.0004801286,0.0003443621,0.0006256601,0.0009801158,0.001306325,0.08856265,0.01752238],"study_design_scores_gemma":[0.000704393,0.0004805162,0.9359241,0.0004091063,0.0004150918,0.001255482,0.0003362634,0.001345977,0.0003193294,0.0007284612,0.05801656,0.00006465075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.439996,0.002046443,0.0065753,0.001312012,0.000231214,0.005134298,0.5345251,0.0003873261,0.00979233],"genre_scores_gemma":[0.6191024,0.001664631,0.01173695,0.002395392,0.0003278019,0.009036279,0.345709,0.0002630822,0.009764404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02720096,"threshold_uncertainty_score":0.05408525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1405847199531069,"score_gpt":0.4559462270211068,"score_spread":0.3153615070679999,"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."}}