{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002452534,0.0002464364,0.0004780121,0.0008031009,0.0003487261,0.0001393603,0.0007355905,0.0002745456,0.00123526],"category_scores_gemma":[0.0002672869,0.0001899296,0.0002108139,0.001459869,0.0002487435,0.0002770348,0.00006063361,0.001402606,0.0006205718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001412492,"about_ca_system_score_gemma":0.00006535384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002295654,"about_ca_topic_score_gemma":0.000007792589,"domain_scores_codex":[0.995056,0.000801752,0.001216587,0.0003488009,0.001531149,0.001045689],"domain_scores_gemma":[0.9972737,0.0005891211,0.0005508311,0.0005698597,0.0006336042,0.0003828716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001920993,0.005570764,0.02374709,0.00006896086,0.002176209,0.001471104,0.1184091,0.0001684132,0.002223711,0.009183482,0.07353428,0.7615259],"study_design_scores_gemma":[0.01526875,0.01452959,0.8161886,0.001920511,0.0001651924,0.001351593,0.07668039,0.0003158963,0.0002720694,0.03067372,0.04159976,0.001033962],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406663,0.004235139,0.0004779713,0.001423549,0.001651908,0.0003786631,0.000003781586,0.00002712852,0.05113556],"genre_scores_gemma":[0.9968991,0.0002720513,0.0008144521,0.0003936215,0.0004540666,0.00001383521,0.000001452419,0.00003677274,0.001114639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7924415,"threshold_uncertainty_score":0.9996777,"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."}}