{"id":"W2064237598","doi":"10.1016/j.euroneuro.2013.01.006","title":"International comparative performance of mental health research, 1980–2011","year":2013,"lang":"en","type":"review","venue":"European Neuropsychopharmacology","topic":"Mental Health Research Topics","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Bibliometrics; Benchmarking; Psychosocial; Citation; Citation impact; Psychology; Medicine; Library science; Psychiatry; Computer science; Economics; Management","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004457294,0.0007932335,0.001235415,0.008320152,0.0003651177,0.001943505,0.0008412216,0.0009171912,0.003190579],"category_scores_gemma":[0.007616379,0.0003626934,0.0007274706,0.01133047,0.0009833018,0.001722883,0.001419047,0.001056186,0.0006380113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003356432,"about_ca_system_score_gemma":0.008383624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009735764,"about_ca_topic_score_gemma":0.01847377,"domain_scores_codex":[0.9988996,0.0001836709,0.0002821625,0.0002236299,0.0003210427,0.00008979165],"domain_scores_gemma":[0.9949839,0.002185662,0.0008643023,0.0001734771,0.001485915,0.0003066409],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002496895,0.00004471241,0.003302591,0.02101981,0.0003851161,0.00008496886,0.0001255325,0.0001304753,0.0004467278,0.002909677,0.0216861,0.9496145],"study_design_scores_gemma":[0.00007257287,0.0001883992,0.06098218,0.03896636,0.001736077,0.001518809,0.0005957994,0.0001148065,0.0009068206,0.002111637,0.8927554,0.00005119821],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002497528,0.9983289,0.00003058318,0.0003897308,0.0001837563,0.000002657535,0.00006992392,0.00000266241,0.0007421482],"genre_scores_gemma":[0.003470279,0.9954946,0.0001718479,0.0002142103,0.000274324,0.000005288718,0.0001235529,0.000002002039,0.0002437979],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9955427,"threshold_uncertainty_score":0.02435267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4041006259365361,"score_gpt":0.5687223943545506,"score_spread":0.1646217684180145,"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."}}