{"id":"W2199146648","doi":"10.1155/2015/136568","title":"Identifying Factors Associated with Changes in CD4<sup>+</sup> Count in HIV‐Infected Adults in Saskatoon, Saskatchewan","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Human immunodeficiency virus (HIV); Virology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007568593,0.0004118263,0.0003134526,0.0007351481,0.0007823089,0.0008335337,0.0007316634,0.000383226,0.001965394],"category_scores_gemma":[0.00167986,0.0003921638,0.0003631003,0.001705796,0.0004430953,0.0004558683,0.0007648254,0.0007202486,0.0003445077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003258403,"about_ca_system_score_gemma":0.005621446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6758382,"about_ca_topic_score_gemma":0.8219541,"domain_scores_codex":[0.999424,0.0001525911,0.00007246104,0.0001043386,0.00009845139,0.0001482715],"domain_scores_gemma":[0.9984679,0.0002470831,0.0004289115,0.00007304743,0.0003980609,0.000385109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002633263,0.00001136681,0.9984419,0.00001030707,0.0000254611,0.00005244675,0.0001077882,0.00004804439,0.0001107623,0.000008487004,0.0001930386,0.0009640536],"study_design_scores_gemma":[0.00000400435,0.00002385332,0.9988353,0.00001606637,0.00001527748,0.00005832146,0.0005891742,0.0002063517,0.00003649382,0.000009803341,0.0002013552,0.000004116552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973829,0.0003161766,0.00009621851,0.0001590442,0.000008683705,0.00002577242,0.001522695,0.000005212398,0.0004832088],"genre_scores_gemma":[0.9980105,0.0003001909,0.000180176,0.0001285986,0.000005949161,0.0000223504,0.001054542,0.000003028966,0.0002947842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3241618,"threshold_uncertainty_score":0.6521416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421758527523682,"score_gpt":0.257765479299877,"score_spread":0.2435478940246402,"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."}}