{"id":"W4391823254","doi":"10.32920/25219361.v1","title":"An Investigation of Fatigue-Related Interpretation Bias and Fatigue in Insomnia","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Queen's University","funders":"","keywords":"Interpretation (philosophy); Insomnia; Chronic fatigue syndrome; Psychology; Chronic fatigue; Clinical psychology; Cognition; Cognitive psychology; Psychiatry; Computer science","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":[0.0041969,0.0001601514,0.000260313,0.0006344612,0.0005194314,0.0005588239,0.0002541016,0.0003435346,0.001093512],"category_scores_gemma":[0.0182264,0.0002880457,0.0004351373,0.0004691963,0.0009142195,0.0006362546,0.0006761144,0.0007682333,0.00008985731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005445111,"about_ca_system_score_gemma":0.000596991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083705,"about_ca_topic_score_gemma":0.002848027,"domain_scores_codex":[0.9991012,0.0004103829,0.00009340449,0.00006401684,0.00027772,0.00005330958],"domain_scores_gemma":[0.9892772,0.005719254,0.002718645,0.0009253693,0.001041324,0.0003180997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00146612,0.001641948,0.9113047,0.00034965,0.0001113906,0.0002776769,0.03538522,0.0001494724,0.006720824,0.0006693906,0.000269259,0.04165426],"study_design_scores_gemma":[0.00003879482,0.000889322,0.9946945,0.00002340628,0.00002784462,0.0002562307,0.002656509,0.0002253915,0.0005359701,0.0003463213,0.0002954938,0.00001025774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998952,0.00006544679,0.0001795658,0.00002944628,0.000003272573,0.00005061611,0.00001419006,9.41327e-7,0.000704478],"genre_scores_gemma":[0.9988404,0.00009828511,0.0006031658,0.00003322132,0.00000697091,0.00007374164,0.00004015934,0.000001581801,0.0003024846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0041969,"threshold_uncertainty_score":0.02219558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04840686168919264,"score_gpt":0.3393065646910408,"score_spread":0.2908997030018481,"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."}}