{"id":"W2083880795","doi":"10.1016/j.jpsychores.2009.08.007","title":"Examining maladaptive beliefs about sleep across insomnia patient groups","year":2009,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":157,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Toronto Metropolitan University","funders":"National Institute of Mental Health; National Institute on Aging; Canadian Institutes of Health Research","keywords":"Insomnia; Dysfunctional family; Primary Insomnia; Clinical psychology; Psychiatry; Psychology; Sleep disorder; Sleep (system call); Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008849102,0.0002907513,0.0006660771,0.001145604,0.001459775,0.0009008496,0.0003108025,0.0005539331,0.001824091],"category_scores_gemma":[0.004672588,0.0002532341,0.0005467403,0.0006630395,0.0006756741,0.0007189607,0.001156397,0.000833822,0.0002561873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007312483,"about_ca_system_score_gemma":0.0006128378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005110734,"about_ca_topic_score_gemma":0.01083398,"domain_scores_codex":[0.9994214,0.0001465103,0.00009047153,0.00006046046,0.00013909,0.0001422492],"domain_scores_gemma":[0.9985747,0.0003703482,0.0003880929,0.00007750253,0.0002741181,0.0003151561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009123972,0.0005652394,0.9896681,0.00001740515,0.0001093308,0.0001036656,0.003534787,0.0000365683,0.0009084775,0.00004120218,0.00007321305,0.004029482],"study_design_scores_gemma":[0.00004621746,0.000702164,0.9942393,0.000004734238,0.00003067387,0.0001332077,0.004470875,0.0001259489,0.0001018641,0.00004491146,0.00009527716,0.000004781294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997643,0.00001678173,0.000015749,0.0000161993,0.000002322542,0.00001209314,0.00001557861,4.890416e-7,0.0001566071],"genre_scores_gemma":[0.9997093,0.00001703249,0.00003708372,0.00001962772,0.000003582596,0.00001857215,0.00006464573,8.281992e-7,0.0001292691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005110734,"threshold_uncertainty_score":0.010162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08139064891081545,"score_gpt":0.417604868702246,"score_spread":0.3362142197914306,"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."}}