{"id":"W2735927184","doi":"10.1002/bjs.10609","title":"Randomized clinical trial of psychological support and sleep adjuvant measures for postoperative sleep disturbance in patients undergoing oesophagectomy","year":2017,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Sleep and related disorders","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"Fondazione Guido Berlucchi","keywords":"Medicine; Randomized controlled trial; Sleep (system call); Sleep disorder; Esophagectomy; Disturbance (geology); Adjuvant; Surgery; Psychiatry; Insomnia; Internal medicine; Esophageal cancer; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.005443146,0.0001724937,0.001485485,0.000156507,0.0001750541,0.00008627718,0.0002556351,0.0003099545,0.00008986679],"category_scores_gemma":[0.006918645,0.0001497959,0.0006768032,0.00006080096,0.0005604027,0.0002405054,0.00003994949,0.000498627,0.000002672874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001857135,"about_ca_system_score_gemma":0.00005530932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004805324,"about_ca_topic_score_gemma":0.00002717155,"domain_scores_codex":[0.9962629,0.0009355816,0.001880244,0.0003080859,0.0002983905,0.0003147952],"domain_scores_gemma":[0.9943216,0.003430963,0.001565487,0.0002297432,0.0003096926,0.0001424509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5162349,0.002562427,0.2243558,0.0000165259,0.0009889447,0.0004355922,0.0002686407,0.000004055655,0.000001346418,0.00008263762,0.003860858,0.2511884],"study_design_scores_gemma":[0.589206,0.0007531519,0.4086572,0.0002117597,0.0001974769,0.0001539179,0.00009699399,0.000007468423,0.000003539239,0.0004012751,0.000150361,0.0001608197],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889851,0.004700237,0.000208501,0.0002257105,0.004132124,0.0007247961,0.00002027449,0.000006747603,0.0009965615],"genre_scores_gemma":[0.9972913,0.002098342,0.0001245406,0.0001665908,0.0002060718,0.00002643181,0.000007618861,0.0000218001,0.00005728777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2510276,"threshold_uncertainty_score":0.8282765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0632319260493028,"score_gpt":0.366421362395688,"score_spread":0.3031894363463852,"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."}}