{"id":"W2023281947","doi":"10.1016/j.genhosppsych.2007.07.002","title":"Does depression in older medical inpatients predict mortality? A systematic review","year":2007,"lang":"en","type":"review","venue":"General Hospital Psychiatry","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Mary's Hospital; McGill University","funders":"","keywords":"PsycINFO; Depression (economics); MEDLINE; Medicine; Meta-analysis; Systematic review; Psychiatry; Gerontology; Internal medicine","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":[0.00303048,0.0009767718,0.008170406,0.003753821,0.000370584,0.001216269,0.001100226,0.001422683,0.002895112],"category_scores_gemma":[0.01774851,0.001082379,0.007605855,0.004597474,0.0004615548,0.001028326,0.0008959216,0.001044737,0.0002032129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424438,"about_ca_system_score_gemma":0.003578411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01161354,"about_ca_topic_score_gemma":0.04373064,"domain_scores_codex":[0.9978485,0.0006335573,0.0008668097,0.000256784,0.0003240097,0.00007035358],"domain_scores_gemma":[0.9885605,0.007762529,0.002578541,0.0001739935,0.0007212525,0.0002032398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001241319,0.00007379056,0.02096369,0.7856098,0.1034756,0.0003156429,0.000272616,0.0002052643,0.0002161252,0.0001497003,0.004269292,0.08320712],"study_design_scores_gemma":[0.001899187,0.0008000847,0.07212305,0.3150419,0.5905915,0.0008442025,0.0004822311,0.0002548253,0.0002271245,0.0003740462,0.01726135,0.0001003725],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003024992,0.9959251,0.0000815033,0.0001936129,0.000139275,0.0000903642,0.0003924104,0.000004841123,0.0001479663],"genre_scores_gemma":[0.05884819,0.9394729,0.0004478462,0.0005579737,0.0001430474,0.0001589906,0.000264742,0.000002795526,0.0001035407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01161354,"threshold_uncertainty_score":0.02309191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262667970669297,"score_gpt":0.4022685782135682,"score_spread":0.3796418985068752,"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."}}