{"id":"W4403227025","doi":"10.1016/j.cjca.2024.08.100","title":"ASSESSMENT OF TWO COMMON QUANTITATIVE PSYCHOMETRIC TOOLS FOR IDENTIFICATION OF ANXIETY IN PATIENTS WITH ATRIAL FIBRILLATION: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Atrial fibrillation; Anxiety; Identification (biology); Systematic review; Internal medicine; MEDLINE; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.02107533,0.003516655,0.02113973,0.005568319,0.0008576697,0.004847965,0.002831799,0.003444269,0.003411316],"category_scores_gemma":[0.05175546,0.001993009,0.0486333,0.005303004,0.001422518,0.002975631,0.003035048,0.002803379,0.0002798527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002543465,"about_ca_system_score_gemma":0.003117982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005513472,"about_ca_topic_score_gemma":0.02162091,"domain_scores_codex":[0.9848698,0.006267264,0.005021882,0.001724959,0.001778268,0.0003377685],"domain_scores_gemma":[0.9679813,0.02434689,0.004945562,0.001058978,0.001428101,0.0002391943],"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":[0.003032815,0.00006658045,0.007848312,0.2250988,0.7466663,0.0000619041,0.0001574908,0.0003227362,0.000170066,0.0001359343,0.0003154392,0.01612365],"study_design_scores_gemma":[0.001633601,0.0003067066,0.006737771,0.01631895,0.9734997,0.00006945673,0.00009922893,0.0002407526,0.00009416127,0.0001986554,0.0007447829,0.00005623967],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01009572,0.9871775,0.001156509,0.0001786702,0.0001679472,0.0005084879,0.0004734487,0.0000348228,0.0002069328],"genre_scores_gemma":[0.3581964,0.6274301,0.008662143,0.00168458,0.0003020258,0.002040782,0.001167887,0.00005317191,0.000462902],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02113973,"threshold_uncertainty_score":0.1114583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371213635804434,"score_gpt":0.4620893281499606,"score_spread":0.3249679645695173,"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."}}