{"id":"W3119580518","doi":"10.21203/rs.2.15275/v1","title":"Depression and neuroticism in patients with peripheral arterial disease: a cross-sectional study","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Waypoint Centre for Mental Health Care","funders":"","keywords":"Neuroticism; Depression (economics); Big Five personality traits; Personality; Beck Depression Inventory; Body mass index; Medicine; Psychology; Clinical psychology; Psychiatry; Internal medicine; Anxiety","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":[],"consensus_categories":[],"category_scores_codex":[0.000558224,0.0001594057,0.0002657165,0.0004209898,0.0003501938,0.0004545735,0.0001721451,0.0004022219,0.001638419],"category_scores_gemma":[0.001326521,0.0002520298,0.0001849258,0.0004600897,0.0001755784,0.000284636,0.0002730807,0.0004947883,0.0003774182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173452,"about_ca_system_score_gemma":0.0001245742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135334,"about_ca_topic_score_gemma":0.001790043,"domain_scores_codex":[0.9997402,0.00009307286,0.00003190927,0.00003730821,0.0000597516,0.00003778011],"domain_scores_gemma":[0.9992802,0.000170273,0.0002222607,0.00005018584,0.00008638857,0.0001906987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006134221,0.00006074596,0.9991401,0.000005065923,0.00002345177,0.00004845821,0.00008319634,0.000009040325,0.00008680305,0.000005765445,0.00003673023,0.0004391251],"study_design_scores_gemma":[0.000006447922,0.0001310797,0.9992927,0.000003105174,0.00001001862,0.0002508405,0.0001390478,0.00005241681,0.00001894015,0.000008920597,0.00008484906,0.000001667925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994262,0.0001008947,0.00003440367,0.00002460129,0.000003759372,0.000007690623,0.0001225008,9.627761e-7,0.0002789025],"genre_scores_gemma":[0.999632,0.00004390888,0.00003998193,0.00002514226,0.000004644291,0.000006498208,0.0001296181,4.782177e-7,0.0001176918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001638419,"threshold_uncertainty_score":0.005481064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03584192423117686,"score_gpt":0.374606143899654,"score_spread":0.3387642196684771,"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."}}