{"id":"W4319780171","doi":"10.1016/j.jsmc.2022.09.005","title":"Partner Alliance to Enhance Efficacy and Adherence of CBT-I","year":2023,"lang":"en","type":"review","venue":"Sleep Medicine Clinics","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Insomnia; Narrative review; Psychological intervention; Psychotherapist; Cognitive behavioral therapy; Alliance; Clinical psychology; Cognition; Psychiatry; Intensive care medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008978651,0.0005017319,0.002359156,0.0002069192,0.00005022198,0.000005635233,0.0005720211,0.0007805135,0.00105703],"category_scores_gemma":[0.001095838,0.0003596806,0.0002389814,0.0009910115,0.0004065522,0.00002200335,0.0001449416,0.0008857745,0.001719088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002085878,"about_ca_system_score_gemma":0.00008018686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003634378,"about_ca_topic_score_gemma":0.00001386326,"domain_scores_codex":[0.9963273,0.000270712,0.001663344,0.0009120335,0.000329822,0.0004967363],"domain_scores_gemma":[0.9958494,0.002014456,0.0007573397,0.0009735713,0.0001035813,0.0003017051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003076689,0.0001358527,0.00001176892,0.002833101,0.000925705,0.00003498271,0.0007305022,8.561937e-7,7.928889e-8,0.0003953602,0.02115151,0.9737495],"study_design_scores_gemma":[0.0009038441,0.0007880533,0.00002909571,0.01535291,0.00200807,0.000009648945,0.000219942,0.000002219421,1.165294e-7,0.0001106533,0.98023,0.0003454316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006083979,0.9866959,0.00007200836,0.0003102136,0.004228665,0.001280606,0.0000240311,0.0001085751,0.007219199],"genre_scores_gemma":[0.00002321692,0.9916956,0.00007108298,0.0004819969,0.0004920689,0.0001663095,0.00006319044,0.0001065796,0.006899898],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9734041,"threshold_uncertainty_score":0.9998855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1209355082271864,"score_gpt":0.4936889609445143,"score_spread":0.3727534527173279,"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."}}