{"id":"W2944154033","doi":"10.1089/jir.2019.0002","title":"The Impact of Gender on Interferon-Associated Depression and Anxiety","year":2019,"lang":"en","type":"article","venue":"Journal of Interferon & Cytokine Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Manitoba Health Research Council","keywords":"Anxiety; Depression (economics); Hospital Anxiety and Depression Scale; Beck Depression Inventory; Internal medicine; Medicine; Population; Beck Anxiety Inventory; Psychiatry; Prospective cohort study; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001779031,0.0001498205,0.0004070059,0.000315252,0.0001032723,0.00004241444,0.0002431867,0.0001105955,0.0002144355],"category_scores_gemma":[0.0005831161,0.00007190372,0.0002995819,0.0002339642,0.0001897385,0.0001072398,0.0001530564,0.00093837,0.00002138559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736056,"about_ca_system_score_gemma":0.0003709209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002717952,"about_ca_topic_score_gemma":0.000002939348,"domain_scores_codex":[0.9976922,0.0003629392,0.0005306755,0.0001673276,0.0008833597,0.0003635183],"domain_scores_gemma":[0.9977471,0.0004512729,0.0002866717,0.0003053804,0.000933191,0.0002763523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02586767,0.001248962,0.5490354,0.0001823857,0.0008399647,0.0001020784,0.0006450537,0.0001053198,0.3545746,0.00004016365,0.02245666,0.04490168],"study_design_scores_gemma":[0.006359601,0.03288448,0.9005942,0.002257371,0.00008677063,0.0004008636,0.001860839,0.0007822837,0.05058605,0.0001484779,0.003829106,0.0002099987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957485,0.001567971,0.000011286,0.0002679759,0.0001077864,0.0002505676,0.000008488119,0.000005636482,0.002031808],"genre_scores_gemma":[0.9986475,0.0006698196,0.000007601317,0.00003183389,0.0001590724,0.000002178444,0.000001632038,0.00002373132,0.0004567013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3515587,"threshold_uncertainty_score":0.4076803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04618501385392602,"score_gpt":0.3971714917124449,"score_spread":0.3509864778585189,"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."}}