{"id":"W2807235104","doi":"10.1016/s2352-3018(18)30102-4","title":"Understanding the HIV care continuum","year":2018,"lang":"en","type":"letter","venue":"The Lancet HIV","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":false,"ca_institutions":"AIDS Vancouver; Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Continuum of care; Human immunodeficiency virus (HIV); MEDLINE; Data science; Virology; Health care","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003912408,0.0002177226,0.00047733,0.00008328699,0.0003460265,0.0001068103,0.0006526735,0.0002506123,0.00195083],"category_scores_gemma":[0.0001996154,0.0001040677,0.0003203488,0.0001564928,0.0004755717,0.00003782314,0.0001471355,0.002179574,0.002306157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002324288,"about_ca_system_score_gemma":0.000103408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002292475,"about_ca_topic_score_gemma":0.0000837865,"domain_scores_codex":[0.9981099,0.0002374916,0.0002286278,0.000261645,0.0005226412,0.0006397009],"domain_scores_gemma":[0.9983646,0.0002420483,0.0001016084,0.001092505,0.0001372014,0.00006207835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000453417,0.000006858053,0.0002288719,0.0002215283,0.0001747797,0.00009752913,0.0009709154,4.734443e-8,0.00002602688,0.0001538732,0.997934,0.000140197],"study_design_scores_gemma":[0.0007261782,0.0002928545,0.0001024463,0.0006645596,0.0001473888,0.00005317831,0.001285562,0.00004813654,0.00003447018,0.000635194,0.9958854,0.0001246862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001184795,0.0007350412,0.001454717,0.7997302,0.000191706,0.0005052621,0.0003107314,0.00007934497,0.1968745],"genre_scores_gemma":[0.007024101,0.0002205219,0.0000730326,0.4335883,0.03494941,0.00009565859,0.001149224,0.00009102176,0.5228088],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3661419,"threshold_uncertainty_score":0.9989615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1403272080054608,"score_gpt":0.3544886574595304,"score_spread":0.2141614494540696,"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."}}