{"id":"W3035999391","doi":"10.24908/iqurcp.14064","title":"MUSE pilot study","year":2020,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meditation; Anxiety; Mental health; Psychological intervention; Nursing; Psychology; Intervention (counseling); Randomized controlled trial; Burnout; Clinical psychology; Medicine; Psychotherapist; 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":[0.007596475,0.0007712775,0.001056116,0.001024468,0.002833884,0.001712914,0.002051014,0.001695869,0.06127159],"category_scores_gemma":[0.008744066,0.0006478429,0.001040954,0.0006567323,0.0009643179,0.001155555,0.003579695,0.002469015,0.01235783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114654,"about_ca_system_score_gemma":0.005443939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002835267,"about_ca_topic_score_gemma":0.004671506,"domain_scores_codex":[0.9973514,0.001139146,0.0001944431,0.0003635732,0.0005339478,0.0004174846],"domain_scores_gemma":[0.9958204,0.0009947121,0.0001629819,0.0006451539,0.0007804949,0.001596144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04054268,0.06948897,0.03559684,0.004230397,0.0002709306,0.00891566,0.02655207,0.0006292803,0.0160094,0.01218796,0.1900733,0.5955025],"study_design_scores_gemma":[0.02197015,0.10454,0.09435288,0.001359094,0.0003194167,0.00372452,0.01894871,0.0007070556,0.004836486,0.004235112,0.7447403,0.000266277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5919123,0.004293839,0.01462439,0.009449948,0.003639144,0.1755671,0.02416752,0.001579514,0.1747662],"genre_scores_gemma":[0.477646,0.004202957,0.05945026,0.01827965,0.0019768,0.3059572,0.01219457,0.0004759069,0.1198166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06127159,"threshold_uncertainty_score":0.2049739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4316672954640932,"score_gpt":0.5029147172847279,"score_spread":0.07124742182063476,"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."}}