{"id":"W3082077916","doi":"10.1371/journal.pone.0238307","title":"Auricular stimulation vs. expressive writing for exam anxiety in medical students – A randomized crossover investigation","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Music Therapy and Health","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Anxiety; Crossover study; Medicine; Randomized controlled trial; Heart rate; Psychological intervention; Stimulation; Blood pressure; Physical therapy; Anesthesia; Internal medicine; Nursing; Psychiatry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00109916,0.0001084941,0.0004366398,0.00004274738,0.00007030262,0.00003463178,0.0001807858,0.0001706082,0.001323414],"category_scores_gemma":[0.0006880777,0.0001017386,0.00006497901,0.0001343735,0.00006365404,0.00008743168,0.00003715249,0.0002090484,0.00003209995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000364858,"about_ca_system_score_gemma":0.00004942437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008157441,"about_ca_topic_score_gemma":0.00001465143,"domain_scores_codex":[0.9980691,0.0003593756,0.0004621433,0.0002996959,0.0005782938,0.0002314041],"domain_scores_gemma":[0.9989504,0.0005188602,0.0001600517,0.0001269347,0.0000656345,0.0001780786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3217443,0.008653733,0.4845297,0.00186094,0.002253272,0.00009602521,0.1280547,0.0002441775,0.01660601,0.01248797,0.009530769,0.01393848],"study_design_scores_gemma":[0.7955839,0.0006861498,0.1597941,0.001246606,0.0003770119,0.000002704731,0.0008393003,0.03272725,0.003279245,0.003972894,0.0007539765,0.000736923],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919289,0.0001724929,0.001206154,0.004410383,0.00007037231,0.001901291,0.000009829359,0.00005922091,0.0002413579],"genre_scores_gemma":[0.9878652,0.00003674284,0.0009451002,0.010055,0.0004367902,0.0005110826,0.0000557072,0.00001952281,0.00007483141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4738396,"threshold_uncertainty_score":0.9995895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09070334778235926,"score_gpt":0.3576692588630475,"score_spread":0.2669659110806882,"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."}}