{"id":"W2512927822","doi":"10.1371/journal.pone.0161891","title":"Human Immunodeficiency Virus (HIV)-Infected Patients Accept Finger Stick Blood Collection for Point-Of-Care CD4 Testing","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Human immunodeficiency virus (HIV); Medicine; Point-of-care testing; Virology; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003201252,0.0001225785,0.0001160928,0.0001220954,0.0003875027,0.0005369543,0.0001666029,0.0003576074,0.00541588],"category_scores_gemma":[0.002493246,0.00006491831,0.0001748185,0.0002505582,0.0001778443,0.0002672519,0.0002676231,0.0003560348,0.000557137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553785,"about_ca_system_score_gemma":0.0002578249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00158845,"about_ca_topic_score_gemma":0.0012705,"domain_scores_codex":[0.999751,0.00007363184,0.0000218281,0.00002012326,0.00007216514,0.00006118258],"domain_scores_gemma":[0.9988619,0.0003100091,0.0005132981,0.00003871547,0.00009447747,0.0001816099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003393899,0.0002759436,0.9422722,0.0001655266,0.00004780552,0.0007895957,0.001474894,0.00009867565,0.0033598,0.0001043167,0.001719235,0.04935255],"study_design_scores_gemma":[0.00007199374,0.001703339,0.974501,0.00021229,0.00009457299,0.007101209,0.007245834,0.0004084948,0.001633139,0.0001798388,0.006825357,0.00002290636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973878,0.0003269909,0.0001728894,0.0003721104,0.00001826632,0.00003096524,0.00007791403,0.00001153442,0.001601551],"genre_scores_gemma":[0.9988245,0.0002452927,0.0002534219,0.0002761306,0.00001786345,0.00001021233,0.00004599219,0.000001420633,0.0003250856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00541588,"threshold_uncertainty_score":0.01811796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04189648919316349,"score_gpt":0.235202497043661,"score_spread":0.1933060078504975,"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."}}