{"id":"W2750343062","doi":"10.2196/mental.7717","title":"Mobile Mindfulness Intervention on an Acute Psychiatric Unit: Feasibility and Acceptability Study","year":2017,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schizoaffective disorder; Mindfulness; mHealth; Aggression; Usability; Anger; Intervention (counseling); Psychiatry; Clinical psychology; Medicine; Psychology; Psychological intervention; Psychosis","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":[0.004416818,0.0006592225,0.0008487978,0.0005087485,0.001092638,0.0008945884,0.0005838989,0.0008900868,0.003258842],"category_scores_gemma":[0.007823258,0.0005010241,0.001003991,0.0002353722,0.0005817414,0.0007584326,0.0008956792,0.00132506,0.0003608761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007022249,"about_ca_system_score_gemma":0.001693766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001381985,"about_ca_topic_score_gemma":0.003436702,"domain_scores_codex":[0.99768,0.001144024,0.0001571296,0.0001631174,0.0004652338,0.0003904975],"domain_scores_gemma":[0.9969408,0.001220339,0.0003265708,0.0001819841,0.0006083134,0.0007218901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03723061,0.3712392,0.1802076,0.003479569,0.0007745604,0.003358763,0.04791166,0.0008354494,0.02947568,0.0006194897,0.00536026,0.3195072],"study_design_scores_gemma":[0.01602996,0.4900795,0.4587682,0.0006140349,0.00040733,0.001285533,0.0208664,0.002309032,0.003709468,0.0002411661,0.005503137,0.0001862661],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995665,0.00004460832,0.0002977176,0.00009117393,0.00001790486,0.003269443,0.00005243774,0.00001205418,0.0005496927],"genre_scores_gemma":[0.9846295,0.0004080615,0.003812918,0.0004204105,0.0000667908,0.00967953,0.0001365766,0.00001402107,0.0008322278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004416818,"threshold_uncertainty_score":0.0233587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06100210917406162,"score_gpt":0.4619329012593242,"score_spread":0.4009307920852626,"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."}}