{"id":"W4389430075","doi":"10.1371/journal.pone.0295328","title":"A protocol for a pooled analysis of cohort studies: The association between depression and anxiety in epileptic disorders","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Funnel plot; Publication bias; Anxiety; Medicine; Psychiatry; Meta-analysis; Population; Epilepsy; Cohort study; Cohort; Depression (economics); Hazard ratio; Clinical psychology; Confidence interval; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1691067,0.007424155,0.01645794,0.01334268,0.003967888,0.006690237,0.006419471,0.009871225,0.08721763],"category_scores_gemma":[0.2608429,0.0065823,0.02625796,0.01369386,0.003833385,0.00565537,0.004671679,0.01117438,0.01600973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009448118,"about_ca_system_score_gemma":0.04093554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003382306,"about_ca_topic_score_gemma":0.005459995,"domain_scores_codex":[0.8621082,0.07760678,0.04343722,0.007465222,0.007093482,0.002289198],"domain_scores_gemma":[0.7422803,0.1373947,0.03031968,0.04323421,0.0422942,0.004476915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02626248,0.0007178045,0.001911589,0.6705996,0.01656123,0.001168232,0.003729156,0.004083584,0.003576229,0.01793964,0.171191,0.08225946],"study_design_scores_gemma":[0.08021827,0.002856372,0.01019943,0.2833407,0.01798735,0.0008761609,0.001763038,0.008824607,0.004788985,0.04351016,0.5445669,0.001068052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004350275,0.00115419,0.01080843,0.0007278378,0.0008943512,0.9716266,0.01266768,0.0007119371,0.000974001],"genre_scores_gemma":[0.0003296896,0.0002589909,0.01295796,0.0001313882,0.00002976982,0.9852279,0.0007444443,0.0000364404,0.0002834247],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1691067,"threshold_uncertainty_score":0.8943324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07772262945826688,"score_gpt":0.3748512512199017,"score_spread":0.2971286217616348,"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."}}