{"id":"W1980271090","doi":"10.1016/j.jad.2011.05.031","title":"The most cited works in major depression: The ‘Citation classics’","year":2011,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Citation; Depression (economics); Management of depression; Medicine; Bibliometrics; Major depressive disorder; Population; Field (mathematics); Psychiatry; Mood; Psychology; Alternative medicine; Library science; Computer science; Pathology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05728379,0.0001670455,0.0009820822,0.0003281072,0.0002903555,0.000473196,0.001401555,0.00006663267,0.0006861789],"category_scores_gemma":[0.02733091,0.00005249957,0.0008876917,0.002170844,0.0001194437,0.0003963151,0.00006223994,0.0003874089,0.0001097174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003911936,"about_ca_system_score_gemma":0.00006346664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002579788,"about_ca_topic_score_gemma":0.000827887,"domain_scores_codex":[0.9858224,0.007781458,0.003491214,0.0002558128,0.00246412,0.0001849549],"domain_scores_gemma":[0.9850581,0.008318127,0.00459646,0.0009782487,0.0009756975,0.00007342092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000182184,0.0001703559,0.2686097,0.000009027113,0.0004560324,0.000008840555,0.007339102,0.0003441887,0.00006362521,0.001909218,0.05680897,0.6640987],"study_design_scores_gemma":[0.001045446,0.0001971066,0.8486131,0.000154482,0.0002473517,0.00002449727,0.02430472,0.003645115,0.00004648525,0.09784934,0.02368316,0.0001892056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8777062,0.01080585,0.06227579,0.004835383,0.001606729,0.001598024,0.000002953867,0.00000400179,0.04116512],"genre_scores_gemma":[0.9986297,0.0001814225,0.0003734737,0.0001766696,0.00006309554,0.00001531914,2.89076e-7,0.000007633776,0.0005524008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6639096,"threshold_uncertainty_score":0.9808623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3902224537179665,"score_gpt":0.4477173153650383,"score_spread":0.05749486164707174,"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."}}