{"id":"W2023727325","doi":"10.1016/j.jfda.2013.09.020","title":"HIV: Seek, test, treat, and retain","year":2013,"lang":"en","type":"article","venue":"Journal of Food and Drug Analysis","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia","funders":"National Institute on Drug Abuse","keywords":"Human immunodeficiency virus (HIV); Test (biology); Medicine; Hiv test; Family medicine; Presentation (obstetrics); Population; Substance abuse; Traditional medicine; Psychology; Gerontology; Psychiatry; Environmental health; Surgery; Health services","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002897362,0.00007449125,0.0003498128,0.0005027525,0.00006108063,0.00005928741,0.00004427723,0.00002879839,0.0005328084],"category_scores_gemma":[0.0002525479,0.00004832826,0.0003119519,0.000401732,0.00005666717,0.0001603393,0.00002013786,0.000177802,0.00001220924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001628903,"about_ca_system_score_gemma":0.00003083914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006412749,"about_ca_topic_score_gemma":0.00003460731,"domain_scores_codex":[0.9991912,0.00004943259,0.0003098592,0.00008908768,0.0002211713,0.0001392077],"domain_scores_gemma":[0.9991207,0.0001092085,0.000117601,0.0001040196,0.0002263712,0.0003221749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001371696,0.0009185799,0.398136,0.000215015,0.008524598,0.0001581932,0.001364656,0.00000533037,0.01790788,0.0002215984,0.4724789,0.09993207],"study_design_scores_gemma":[0.01512363,0.03464339,0.7678811,0.001260633,0.03048443,0.002457264,0.0143037,0.07517712,0.01157773,0.007019678,0.03902987,0.00104144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976504,0.003534879,0.0003604191,0.005926002,0.000003198214,0.00006596636,0.00001043058,0.000005237555,0.0135899],"genre_scores_gemma":[0.9590971,0.0006624042,0.0003227202,0.00006855031,0.00009718317,0.000001679773,0.000002926236,0.000004831998,0.03974256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.433449,"threshold_uncertainty_score":0.5833879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137010824364839,"score_gpt":0.2850198895935739,"score_spread":0.2736497813499255,"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."}}