{"id":"W4220668181","doi":"10.1371/journal.pone.0259312","title":"The effects of music &amp; auditory beat stimulation on anxiety: A randomized clinical trial","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Music Therapy and Health","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Mitacs","keywords":"Anxiety; Randomized controlled trial; Audiology; Psychology; Clinical psychology; Cognition; Somatic anxiety; Medicine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003752814,0.00009435318,0.0005346095,0.00004712572,0.0002882791,0.000006525572,0.0001677083,0.00008049645,0.001829106],"category_scores_gemma":[0.0008491761,0.00006852671,0.0002036086,0.0001041234,0.0001127833,0.00001413756,0.00003959866,0.0004320192,0.00007989851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003881346,"about_ca_system_score_gemma":0.00005672803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003570561,"about_ca_topic_score_gemma":0.00001649533,"domain_scores_codex":[0.9952846,0.00336657,0.000554504,0.0002290665,0.0003745566,0.0001906828],"domain_scores_gemma":[0.990971,0.008185718,0.0003035439,0.0004540788,0.0000315697,0.00005408586],"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":[0.9545894,0.005291164,0.0001719796,0.00006019025,0.0007269018,0.000001808821,0.002185157,0.000009501404,0.0004398848,0.003014765,0.02034562,0.0131636],"study_design_scores_gemma":[0.9709858,0.003162415,0.002480935,0.00006250278,0.0003324447,5.905694e-7,0.00005882415,0.0001364072,0.00005070343,0.001909225,0.02067259,0.0001475121],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902295,0.000517608,0.00005062701,0.000623729,0.004318184,0.002391605,0.000006792664,0.00004365912,0.001818313],"genre_scores_gemma":[0.9926619,0.0002264113,0.00007716786,0.001268719,0.002223902,0.0007053084,0.0000196316,0.0000216339,0.002795316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01639643,"threshold_uncertainty_score":0.9990833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1311952322454688,"score_gpt":0.3821562803321004,"score_spread":0.2509610480866317,"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."}}