{"id":"W4386208873","doi":"10.2196/41833","title":"Acceptability of Personal Sensing Among People With Alcohol Use Disorder: Observational Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism","keywords":"Psychological intervention; mHealth; Alcohol use disorder; Observational study; Abstinence; Medicine; Psychology; Clinical psychology; Psychiatry; Alcohol","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":[0.001989077,0.0002096713,0.0005181205,0.0006395674,0.00105184,0.0008794713,0.000511823,0.0007929134,0.001323238],"category_scores_gemma":[0.007053529,0.0004427849,0.0009120026,0.000764646,0.0004437336,0.0009739692,0.001039019,0.001382352,0.0003895001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005037186,"about_ca_system_score_gemma":0.0004370158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009186998,"about_ca_topic_score_gemma":0.01014943,"domain_scores_codex":[0.9987099,0.0004709342,0.0002096699,0.0001737412,0.000285504,0.0001502974],"domain_scores_gemma":[0.9955266,0.001019451,0.0018805,0.0003824362,0.0006560904,0.0005349293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001486644,0.0004326375,0.9941109,0.00005055166,0.0000785384,0.00004922627,0.002059873,0.00002391355,0.0001570925,0.00001884515,0.0001359296,0.002733732],"study_design_scores_gemma":[0.00001888332,0.0005986168,0.9949431,0.00002734601,0.00004829001,0.0001407603,0.003486914,0.0002434422,0.00005801259,0.00003489382,0.0003857628,0.00001405252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999331,0.00007920004,0.00009429207,0.00003471184,0.00000278732,0.00005476267,0.0001490553,0.000002301146,0.0002519679],"genre_scores_gemma":[0.9993933,0.00007105009,0.0001543461,0.00006514528,0.000005590378,0.00006206012,0.0001420144,0.000001877629,0.0001044654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009186998,"threshold_uncertainty_score":0.01826704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1858678306507962,"score_gpt":0.4619119211608001,"score_spread":0.2760440905100039,"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."}}