{"id":"W2346368055","doi":"10.1503/jpn.150079","title":"Serum lipid levels and suicidality: a meta-analysis of 65 epidemiological studies","year":2015,"lang":"en","type":"review","venue":"Journal of Psychiatry and Neuroscience","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Meta-analysis; Medicine; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.023616,0.004110968,0.02053359,0.01270549,0.001020589,0.004100206,0.002752623,0.002537757,0.002355448],"category_scores_gemma":[0.04366538,0.002716004,0.05897415,0.01189282,0.0008983844,0.002120029,0.002220993,0.002219407,0.0002993068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003211139,"about_ca_system_score_gemma":0.003882829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006990307,"about_ca_topic_score_gemma":0.01493819,"domain_scores_codex":[0.9809342,0.00929571,0.006029879,0.001639176,0.001659623,0.0004413656],"domain_scores_gemma":[0.9735438,0.01866167,0.00449033,0.001060108,0.001894118,0.0003500333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001365121,0.00003146444,0.008152151,0.1390541,0.8444963,0.0001968778,0.00008043512,0.0006741044,0.0001973799,0.0000784338,0.0002758253,0.005397906],"study_design_scores_gemma":[0.0002740289,0.0001207081,0.00274934,0.008245888,0.9877169,0.00009155512,0.00003229325,0.0001374927,0.00006796101,0.00009494829,0.0004539109,0.00001515033],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01240221,0.9842044,0.001536193,0.000229708,0.0001758805,0.0004872231,0.0006982977,0.00004556001,0.0002206114],"genre_scores_gemma":[0.2978557,0.689002,0.007720477,0.0009489903,0.0002856871,0.002293502,0.001533351,0.00006324476,0.000297114],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9794664,"threshold_uncertainty_score":0.1248949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5349526004145883,"score_gpt":0.5400078899455765,"score_spread":0.005055289530988216,"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."}}