{"id":"W2007848246","doi":"10.1176/appi.psy.43.1.88","title":"Use and Citation of Beck Depression Inventory to Assess Depression in HIV Infection","year":2002,"lang":"en","type":"letter","venue":"Psychosomatics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Depression (economics); Beck Depression Inventory; Human immunodeficiency virus (HIV); Citation; Psychiatry; Psychology; Medicine; Clinical psychology; Virology; Library science; Anxiety; Computer science; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001582044,0.0003147043,0.0004385441,0.0006106259,0.00007633878,0.00005153562,0.0001472709,0.0007247941,0.0002917913],"category_scores_gemma":[0.00004554213,0.000292075,0.00006258673,0.0003175821,0.00003557845,0.0002412336,0.00005522813,0.0006215968,0.0001035022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082066,"about_ca_system_score_gemma":0.000007396939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000440318,"about_ca_topic_score_gemma":0.0000758842,"domain_scores_codex":[0.9978207,0.0002948388,0.0007001304,0.0004876891,0.000351741,0.0003449289],"domain_scores_gemma":[0.9986307,0.0002746904,0.0004570977,0.0004844924,0.00005839649,0.0000946407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004155656,0.0002451007,0.658389,0.0006525009,0.00003196404,0.00002897119,0.001301209,0.000003099806,0.00003071287,0.00001018799,0.332661,0.006604617],"study_design_scores_gemma":[0.001729227,0.0001789831,0.9571959,0.00274632,0.000101013,0.00001913344,0.00007425484,0.0003260565,0.0001308557,0.0004898998,0.03651222,0.0004961257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834139,0.0005731871,0.0003150847,0.00973913,0.001797462,0.001385639,0.00004146455,0.00005934374,0.002674793],"genre_scores_gemma":[0.8833486,0.0006914736,0.004635433,0.1005126,0.00181253,0.001060535,0.001030893,0.0002562508,0.006651653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2988069,"threshold_uncertainty_score":0.9999532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1408019816847235,"score_gpt":0.3918679133753592,"score_spread":0.2510659316906357,"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."}}