{"id":"W4205267303","doi":"10.3410/f.1164858.626709","title":"Faculty Opinions recommendation of HIV patients with psychiatric disorders are less likely to discontinue HAART.","year":2009,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Discontinuation; Medicine; Psychiatry; Hazard ratio; Odds ratio; Major depressive disorder; Mental health; Mental illness; Comorbidity; Internal medicine; Confidence interval; Mood","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001114593,0.00019189,0.0003633098,0.0006825631,0.0008159151,0.001334275,0.0006540869,0.001762187,0.3585651],"category_scores_gemma":[0.008415841,0.000182491,0.0005127532,0.0008073277,0.000298561,0.000655368,0.0004856206,0.001122553,0.07585432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006210482,"about_ca_system_score_gemma":0.002319007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051525,"about_ca_topic_score_gemma":0.02378435,"domain_scores_codex":[0.9991744,0.000183207,0.000084665,0.00009383267,0.0003418979,0.0001219599],"domain_scores_gemma":[0.99365,0.0008730674,0.000862424,0.0002300999,0.002761294,0.001623101],"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":[0.0003257661,0.0003592282,0.1178335,0.0004050383,0.00009216818,0.0002734801,0.0001530472,0.000133121,0.0005498475,0.0007168417,0.6871172,0.1920408],"study_design_scores_gemma":[0.0003254322,0.0002960927,0.1743228,0.0008754608,0.0001014281,0.000536152,0.0009270594,0.0006199466,0.0006016151,0.001366945,0.8199921,0.00003495707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.1254805,0.007893352,0.001992156,0.2548868,0.02025655,0.0006764138,0.04401244,0.0007855598,0.5440161],"genre_scores_gemma":[0.2054222,0.008075101,0.004299473,0.04139083,0.01135619,0.0004126457,0.02094148,0.0003573168,0.7077448],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3585651,"threshold_uncertainty_score":0.9149291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991556339002108,"score_gpt":0.3589215579395433,"score_spread":0.3290059945495222,"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."}}