{"id":"W3159359764","doi":"10.1097/qad.0000000000002927","title":"Predicting occupational outcomes from neuropsychological test performance in older people with HIV","year":2021,"lang":"en","type":"article","venue":"AIDS","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Concordia University; McGill University Health Centre; Montreal Neurological Institute and Hospital; Canadian Institutes of Health Research","funders":"Canadian Institutes of Health Research","keywords":"Neurocognitive; Neuropsychology; Medicine; Neuropsychological test; Neuropsychological assessment; Logistic regression; Productivity; Cognition; Clinical psychology; Psychology; Psychiatry; Gerontology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001331869,0.0004367293,0.0002670519,0.001248087,0.0005685217,0.0008685845,0.0004302202,0.000450494,0.0009262114],"category_scores_gemma":[0.00646943,0.0001527175,0.0003526238,0.0007136967,0.0002945291,0.0003783561,0.0006470596,0.0005195566,0.000247982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006436188,"about_ca_system_score_gemma":0.0007081628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06933317,"about_ca_topic_score_gemma":0.1132319,"domain_scores_codex":[0.9996892,0.00006941636,0.00003595248,0.00003976245,0.0001005088,0.00006522743],"domain_scores_gemma":[0.9983349,0.0003222065,0.0005442544,0.00006310317,0.0004755033,0.0002600739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005603344,0.00002150446,0.9975164,0.000008074223,0.00001296707,0.00001443012,0.00007335441,0.00008921558,0.00003076664,0.000003743539,0.00005726358,0.002116184],"study_design_scores_gemma":[0.000002982839,0.00006287476,0.9990005,0.00001744486,0.00001196291,0.00004185064,0.0002287823,0.0005008221,0.00003840186,0.00002588783,0.00006570845,0.000002756101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989161,0.0001932466,0.00006682819,0.00003098102,0.000003879302,0.00001510812,0.0003004771,0.000002963882,0.0004702613],"genre_scores_gemma":[0.9993384,0.00008895778,0.0001304649,0.000009999792,0.000003472437,0.000006475616,0.0003175811,6.429884e-7,0.0001040218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06933317,"threshold_uncertainty_score":0.1378592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687720578862616,"score_gpt":0.2712063323504499,"score_spread":0.2543291265618238,"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."}}