{"id":"W7099991734","doi":"","title":"Complex care needs of patients with late-stage HIV disease: A retrospective study","year":2013,"lang":"en","type":"article","venue":"","topic":"Bioactive Natural Diterpenoids Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Venn diagram; Retrospective cohort study; Psychological intervention; Medical record; Population; Health care; Human immunodeficiency virus (HIV)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003006702,0.000135508,0.0001396421,0.0000631029,0.0000459748,0.00002250488,0.0001928914,0.0000591046,0.0004784994],"category_scores_gemma":[0.00003383757,0.0000933597,0.0000446508,0.0001682189,0.0001058298,0.000007108373,0.0001699728,0.0001015071,0.00002318733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003269141,"about_ca_system_score_gemma":0.00003990853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001150483,"about_ca_topic_score_gemma":0.00004311193,"domain_scores_codex":[0.9991041,0.0000590858,0.0001203219,0.0002279853,0.0002831144,0.000205341],"domain_scores_gemma":[0.9988197,0.000004524179,0.0000519267,0.0003425972,0.0006597991,0.0001214358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003022645,0.0003542531,0.9738955,0.00002370089,0.00009806603,8.614228e-7,0.0002381573,0.000007438237,0.02363276,0.00002169364,0.001046997,0.0003782941],"study_design_scores_gemma":[0.001152283,0.001026723,0.9902701,0.000004048371,0.00001190787,2.31162e-8,0.001610974,0.00002292482,0.005263197,0.000004309796,0.0004970008,0.0001364632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996314,0.0000697634,0.00005476328,0.0000397302,0.0000141526,0.0009920738,0.0001838163,0.000009349536,0.002322382],"genre_scores_gemma":[0.9964304,0.000003540178,0.0001207879,0.00004589342,0.00002434308,0.00004658686,0.0003819558,0.00001842275,0.002928049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01836956,"threshold_uncertainty_score":0.5239233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009742229654492951,"score_gpt":0.2653511857097131,"score_spread":0.2556089560552202,"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."}}