{"id":"W3184936285","doi":"10.3389/fpsyt.2021.707291","title":"The Cognitive Model of Negative Symptoms in Schizophrenia: A Hierarchical Component Model With PLS-SEM","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"University of Social Welfare and Rehabilitation Sciences","keywords":"Dysfunctional family; Neurocognitive; Schizophrenia (object-oriented programming); Cognition; Psychology; Clinical psychology; Effects of sleep deprivation on cognitive performance; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.00824356,0.001956613,0.001009271,0.001720349,0.0009284317,0.00230888,0.001365574,0.0005771168,0.002363829],"category_scores_gemma":[0.01074064,0.0007581428,0.001975504,0.002248148,0.0007977001,0.00110737,0.001409732,0.001547359,0.0004341168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001477138,"about_ca_system_score_gemma":0.002870451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02376042,"about_ca_topic_score_gemma":0.02000196,"domain_scores_codex":[0.995826,0.003395048,0.0001103227,0.0002990064,0.0002396684,0.0001300574],"domain_scores_gemma":[0.9949263,0.003888628,0.0003218001,0.0002367622,0.0005124668,0.0001140408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001110321,0.001045733,0.2123796,0.0007040266,0.00331807,0.0006407326,0.006302863,0.5172194,0.001966334,0.06137353,0.006143596,0.1877957],"study_design_scores_gemma":[0.00006761825,0.0001656757,0.01745513,0.00008404103,0.0002295365,0.00005898234,0.0006522743,0.9500448,0.0001799681,0.02979007,0.001223561,0.00004847552],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5050863,0.0006845404,0.4853849,0.0009648021,0.00008315971,0.00101151,0.001185901,0.0009505298,0.004648342],"genre_scores_gemma":[0.8596045,0.0003672333,0.1371206,0.00005245713,0.00002567831,0.0006653495,0.0009576118,0.00008185524,0.001124603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02376042,"threshold_uncertainty_score":0.04724419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253711571736625,"score_gpt":0.2663298887362779,"score_spread":0.2537927730189117,"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."}}