{"id":"W7133069118","doi":"","title":"Uncovering General and Specific Relationships Between Psychopathology and Neurocognition: A Hierarchical, Dimensional Approach Using Latent Variable Models","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Psychological Association","keywords":"Psychopathology; Neurocognitive; Association (psychology); Anxiety; Latent variable model; Multilevel model","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.009891842,0.001039492,0.0008866252,0.003159704,0.001023782,0.003449928,0.0009010251,0.000598154,0.002068347],"category_scores_gemma":[0.01683646,0.0007016306,0.002174726,0.002659332,0.001879851,0.002264713,0.002645205,0.002371356,0.0002576117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00209653,"about_ca_system_score_gemma":0.002609189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123483,"about_ca_topic_score_gemma":0.01694239,"domain_scores_codex":[0.9960019,0.0030825,0.0001619763,0.0003879889,0.0001951424,0.0001704481],"domain_scores_gemma":[0.990673,0.007172377,0.000779258,0.0007448393,0.0003298642,0.0003007572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002980106,0.0005840058,0.7750391,0.0003568421,0.001870189,0.0001789528,0.006537063,0.03450803,0.001425308,0.05562204,0.002234666,0.1213457],"study_design_scores_gemma":[0.00009426263,0.0003259166,0.2627907,0.0004102943,0.000560499,0.0002069627,0.004100595,0.5381281,0.0004463897,0.1906282,0.002185712,0.0001223582],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6432327,0.001077192,0.348969,0.001792794,0.00004256579,0.0005158579,0.001029746,0.0003569841,0.00298323],"genre_scores_gemma":[0.9265941,0.0003310043,0.07135147,0.00005913992,0.00001648542,0.0003404546,0.0009315367,0.00002980937,0.0003459018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0123483,"threshold_uncertainty_score":0.05231369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467611681072454,"score_gpt":0.3762041207980328,"score_spread":0.2294429526907874,"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."}}