{"id":"W4220879714","doi":"10.1002/9781119701170.ch7","title":"Knowledge transfer to patients experiencing pain and poor sleep and sleep disorder","year":2022,"lang":"en","type":"other","venue":"","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Canadian Sleep & Circadian Network; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"","keywords":"Sleep (system call); Insomnia; Polysomnography; Medicine; Acupuncture; Chronic pain; Sleep apnea; Physical therapy; Sleep hygiene; Sleep disorder; Sleep medicine; Psychology; Psychiatry; Sleep quality; Electroencephalography; Anesthesia; Alternative medicine","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":[0.002087498,0.0001576302,0.0004550662,0.000808168,0.000973349,0.001728048,0.0003741439,0.0006578198,0.01937749],"category_scores_gemma":[0.01396557,0.00009800627,0.0005983268,0.0006281608,0.0006753944,0.001631748,0.001589254,0.001081704,0.001926412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308828,"about_ca_system_score_gemma":0.002807007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004901423,"about_ca_topic_score_gemma":0.006212431,"domain_scores_codex":[0.9988405,0.0005674618,0.00007500184,0.00007265644,0.0002472116,0.0001971597],"domain_scores_gemma":[0.9963747,0.002290886,0.0002976566,0.0001543259,0.0004907857,0.0003917031],"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":[0.0003584364,0.001109673,0.1034522,0.002024269,0.0001685126,0.003393526,0.02819809,0.0002692798,0.0005519008,0.003956843,0.03730111,0.8192163],"study_design_scores_gemma":[0.0006436146,0.003533734,0.3378109,0.01169284,0.0007502118,0.02489081,0.1703798,0.001802535,0.001625611,0.05054069,0.396141,0.0001882041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5265102,0.02812019,0.003208819,0.05841419,0.001193621,0.0005415205,0.0009946987,0.00008803235,0.3809288],"genre_scores_gemma":[0.9522774,0.02021697,0.001795205,0.007810766,0.0004871399,0.000220982,0.0003868415,0.00001302235,0.01679159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01937749,"threshold_uncertainty_score":0.06482422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294454503155797,"score_gpt":0.2809068579780433,"score_spread":0.2579623129464853,"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."}}