{"id":"W4328048213","doi":"10.1016/j.pmn.2023.02.003","title":"The Effects of Preoperative Pain Education on Pain Severity in Cardiac Surgery Patients: A Pilot Randomized Control Trial","year":2023,"lang":"en","type":"article","venue":"Pain Management Nursing","topic":"Music Therapy and Health","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Medicine; Physical therapy; Postoperative pain; Randomized controlled trial; Intervention (counseling); Pain score; Anesthesia; Cohort; Pain medication; Surgery; Internal medicine; Nursing","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04011402,0.0001768534,0.0006200544,0.0002744643,0.0001937092,0.00003233155,0.0001304348,0.00005777389,0.00003425058],"category_scores_gemma":[0.002289277,0.0001353186,0.0001941726,0.0004356863,0.0001088408,0.00004413798,0.00001008364,0.0001631035,0.00001714363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001732089,"about_ca_system_score_gemma":0.00004850335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001123459,"about_ca_topic_score_gemma":0.00001138391,"domain_scores_codex":[0.9716312,0.02684206,0.0005621066,0.0003122461,0.0002565423,0.0003957974],"domain_scores_gemma":[0.9768816,0.02244248,0.000238006,0.0003457004,0.00004207173,0.00005011327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2710436,0.001401673,0.002900099,0.0002748442,0.000275364,0.000002428824,0.005452864,0.000009637315,0.000002095385,0.005843016,0.06434364,0.6484507],"study_design_scores_gemma":[0.8613237,0.003833591,0.09880833,0.003409448,0.0002670314,6.219297e-8,0.008686855,0.002423109,0.00001180797,0.01075228,0.009808015,0.0006758074],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374963,0.001094019,0.00835296,0.005645502,0.0138537,0.02237633,0.00001474834,0.0002320023,0.01093442],"genre_scores_gemma":[0.994799,0.0001498514,0.00001947841,0.002242954,0.0002364023,0.001750506,0.00004653389,0.0000243127,0.0007309298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6477749,"threshold_uncertainty_score":0.9884046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627632079005833,"score_gpt":0.3161988799777862,"score_spread":0.2999225591877279,"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."}}