{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002003967,0.0003655867,0.0004769904,0.0004449746,0.00049462,0.0003408235,0.001043827,0.0001082841,0.0007143821],"category_scores_gemma":[0.0005267224,0.0003469016,0.00006759234,0.00164554,0.0005841743,0.0004316441,0.0005912319,0.001425929,0.002531632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000434835,"about_ca_system_score_gemma":0.0009952041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005279396,"about_ca_topic_score_gemma":0.0001252467,"domain_scores_codex":[0.9947976,0.0003009155,0.0006061504,0.001302311,0.001488169,0.001504856],"domain_scores_gemma":[0.9970904,0.000358974,0.0001385146,0.000353625,0.0009814278,0.00107707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0059812,0.008716309,0.1654862,0.001176371,0.0005405549,0.0005366305,0.2346482,0.000001089182,0.007350052,0.37331,0.1664041,0.0358494],"study_design_scores_gemma":[0.01935106,0.1148125,0.1017282,0.0005687734,0.0001930903,0.00008178533,0.4259159,0.0009914899,0.002056862,0.0739411,0.2568539,0.003505253],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8595849,0.00009121957,0.0005277132,0.1011269,0.0005662583,0.003096383,0.00001395159,0.0005453129,0.03444739],"genre_scores_gemma":[0.994839,0.0001844675,0.00007760537,0.001829753,0.0006918365,0.0004716062,0.000008169525,0.0000721999,0.001825343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2993689,"threshold_uncertainty_score":0.9998983,"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."}}