{"id":"W4293915320","doi":"10.2196/38536","title":"A Digital Health Intervention for Stress and Anxiety Relief in Perioperative Care: Protocol for a Feasibility Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Music Therapy and Health","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Psychological intervention; Medicine; Randomized controlled trial; Anxiety; Perioperative; Physical therapy; Intervention (counseling); Health care; Stress management; Nursing; Clinical psychology; Surgery; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0297312,0.005661693,0.01163824,0.002902157,0.003846859,0.004379876,0.003224609,0.00679412,0.08048601],"category_scores_gemma":[0.02527617,0.002918892,0.005583946,0.003763359,0.003674916,0.003627397,0.002360742,0.007672442,0.01171032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005291895,"about_ca_system_score_gemma":0.01488345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002794721,"about_ca_topic_score_gemma":0.004782346,"domain_scores_codex":[0.9813191,0.01011643,0.002334848,0.0015713,0.002459088,0.00219921],"domain_scores_gemma":[0.9882759,0.003301567,0.002418922,0.00137787,0.003181214,0.001444386],"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":[0.8596163,0.03460568,0.001101216,0.03057684,0.002856393,0.0003276058,0.000655551,0.002468643,0.002505004,0.004297937,0.01674732,0.04424154],"study_design_scores_gemma":[0.935979,0.03154033,0.002064081,0.002864488,0.0009963062,0.00004377049,0.0002157757,0.001371836,0.0007033576,0.002058353,0.02205631,0.0001064359],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000898246,0.0001146995,0.000438397,0.00007030526,0.0001531454,0.997672,0.0003521066,0.00003278246,0.0002683698],"genre_scores_gemma":[0.0008421068,0.00006313419,0.000752874,0.00006238711,0.00002061203,0.9980507,0.00004393121,0.000001918856,0.0001623725],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08048601,"threshold_uncertainty_score":0.2692525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2254930321689141,"score_gpt":0.6069873169740378,"score_spread":0.3814942848051238,"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."}}