{"id":"W3207145059","doi":"10.1556/2060.2021.00186","title":"Depression among predictors of intermittent claudication: A cross-sectional study","year":2021,"lang":"en","type":"article","venue":"Physiology International","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Waypoint Centre for Mental Health Care; University of Toronto","funders":"Semmelweis Egyetem","keywords":"Medicine; Depression (economics); Logistic regression; Body mass index; Cross-sectional study; Beck Depression Inventory; Demography; Internal medicine; Psychiatry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008113839,0.00009768685,0.0001680833,0.00008001576,0.00003986291,0.00001311143,0.0001399595,0.00004518092,0.001835505],"category_scores_gemma":[0.00008483931,0.00008705726,0.0001140221,0.00008439211,0.0001202374,0.00009908773,0.0001935627,0.0001128931,0.00003521435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008184808,"about_ca_system_score_gemma":0.00005701281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000147282,"about_ca_topic_score_gemma":0.000006997013,"domain_scores_codex":[0.9988366,0.00005483426,0.0003469348,0.0003207961,0.0003335773,0.0001072442],"domain_scores_gemma":[0.9992064,0.00002955387,0.0001297318,0.0002434088,0.0003239409,0.00006696674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000223273,0.001207748,0.9753978,0.00001877411,0.0004361395,0.00002797897,0.00009787404,0.00008681358,0.02144978,0.00008910049,0.0006390393,0.0003256508],"study_design_scores_gemma":[0.001263702,0.0001207095,0.9956343,0.00002604786,0.00004150078,0.00001841983,0.00008807105,0.0005435114,0.001515293,0.0001641811,0.000522196,0.00006213915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951571,0.00002870549,0.0001078028,0.0002068944,0.0008641194,0.0002161,0.00001916005,0.00003792652,0.003362218],"genre_scores_gemma":[0.9978734,0.000006556405,0.00009269655,0.0002593191,0.0003490228,0.00007806695,0.0002356695,0.000009087263,0.001096159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0202364,"threshold_uncertainty_score":0.999077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639363127805177,"score_gpt":0.3212753946383581,"score_spread":0.3048817633603064,"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."}}