{"id":"W2615977973","doi":"10.1016/j.jvs.2017.03.327","title":"PC124 Depression in Older Adults Undergoing Interventions for Peripheral Arterial Disease","year":2017,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Depression (economics); Psychological intervention; Odds ratio; Internal medicine; Incidence (geometry); Cohort; Prospective cohort study; Anemia; Univariate analysis; Physical therapy; Surgery; Multivariate analysis; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006324468,0.0001425011,0.0004676761,0.0002297428,0.0001590721,0.0001169312,0.0001542418,0.00004428789,0.0001778942],"category_scores_gemma":[0.0007078945,0.0001172218,0.001281191,0.00004098557,0.0000415973,0.0004239285,0.00007074834,0.000130094,0.000003448797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228886,"about_ca_system_score_gemma":0.0001772986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008645668,"about_ca_topic_score_gemma":0.00002704386,"domain_scores_codex":[0.9985338,0.00006587253,0.0006361118,0.0001811967,0.0003411201,0.0002419005],"domain_scores_gemma":[0.9985771,0.00008871713,0.0004731971,0.0004349274,0.0001380287,0.0002880596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005458453,0.002335495,0.9292331,0.003081002,0.0007125009,0.001461568,0.0002996176,0.0001560853,0.0004601374,0.00002147366,0.009626219,0.04715439],"study_design_scores_gemma":[0.004316738,0.00006525802,0.9863439,0.006840792,0.0002731772,0.00002457959,0.0001004583,0.0004866892,0.00003538458,0.00008540008,0.001297756,0.0001299205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932005,0.001252006,0.002900185,0.001084827,0.001099182,0.0003819551,0.000006022007,0.00001058813,0.00006469186],"genre_scores_gemma":[0.9984242,0.0002014656,0.0004132877,0.0001684049,0.000606633,0.00002953874,0.00001172692,0.00002437005,0.0001203633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05711079,"threshold_uncertainty_score":0.4780168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894497294381728,"score_gpt":0.309290553044079,"score_spread":0.2803455801002617,"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."}}