{"id":"W2050966270","doi":"10.1186/1758-2652-13-s4-o12","title":"Treatment as prevention within the framework of current guidelines","year":2010,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"","keywords":"Medicine; Current (fluid); Intensive care medicine; Family medicine","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":[0.0008711853,0.00008157264,0.0001792482,0.00004297898,0.00007957881,0.00004473955,0.0005258838,0.00006312163,0.0002261049],"category_scores_gemma":[0.0009331336,0.00004250878,0.0006422317,0.000101084,0.00007912744,0.0001212571,0.00005675494,0.0003107557,0.00002009052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000844258,"about_ca_system_score_gemma":0.00009526584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002442399,"about_ca_topic_score_gemma":0.000006407419,"domain_scores_codex":[0.9989933,0.00001915665,0.0007158867,0.00007182454,0.0001252889,0.00007454686],"domain_scores_gemma":[0.9983135,0.0001488555,0.001141988,0.0001704043,0.0001930211,0.00003227398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003460025,0.00127701,0.1771199,0.00003125599,0.002537488,0.00000247548,0.01101263,0.001143012,0.00621058,0.7144256,0.05350838,0.0323856],"study_design_scores_gemma":[0.001593397,0.0008443009,0.02655865,0.0002666294,0.0001024713,0.0001953033,0.001306812,0.002907909,0.01016225,0.5580502,0.3977454,0.0002666646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979987,0.001088964,0.002120536,0.01089605,0.00479138,0.00008650566,0.00003760645,0.000003341846,0.0009886286],"genre_scores_gemma":[0.9894739,0.0004627091,0.004987513,0.0002193795,0.0008621296,0.000002315106,7.728136e-7,0.000008392403,0.003982934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.344237,"threshold_uncertainty_score":0.247569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06543847423002004,"score_gpt":0.3519071909036449,"score_spread":0.2864687166736248,"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."}}