{"id":"W4386983153","doi":"10.2196/48245","title":"Preliminary Clinical Outcomes of the Hello Sunday Morning Alcohol and Wellbeing Self-Assessment: Feasibility and Acceptability Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"nib Foundation; David and Elaine Potter Foundation","keywords":"Helpfulness; Psychological intervention; Alcohol Use Disorders Identification Test; Observational study; Medicine; Distress; Mental health; Brief intervention; Intervention (counseling); Psychiatry; Clinical psychology; Poison control; Injury prevention; Psychology; Environmental health; Social psychology","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":[0.01147312,0.0005843967,0.0008090714,0.0006451062,0.0007181803,0.001124379,0.000547917,0.0007389633,0.002439002],"category_scores_gemma":[0.01725035,0.0004053888,0.001362571,0.0003992881,0.0006677095,0.0007691764,0.001315986,0.001125936,0.0008914894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006757102,"about_ca_system_score_gemma":0.001167809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696504,"about_ca_topic_score_gemma":0.00268305,"domain_scores_codex":[0.9949149,0.002660055,0.0004359102,0.0004240375,0.001214227,0.0003509007],"domain_scores_gemma":[0.9885513,0.003599508,0.00217501,0.0008893805,0.003114729,0.00167005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01831618,0.03459172,0.8425219,0.0005277611,0.0004688917,0.0003916228,0.008470099,0.0005036618,0.00507239,0.0002550266,0.00245952,0.08642127],"study_design_scores_gemma":[0.001561285,0.03917615,0.951072,0.00005255108,0.0001491496,0.0002223126,0.00231266,0.001120942,0.00133579,0.0001217838,0.002812209,0.00006324433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934611,0.00004972236,0.0006147685,0.00009913371,0.00002669089,0.003710631,0.0003757422,0.00001845269,0.001643643],"genre_scores_gemma":[0.9852288,0.00009077996,0.004092519,0.0001594886,0.00004022563,0.008581393,0.000566258,0.00001847321,0.001222039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01147312,"threshold_uncertainty_score":0.0606764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1460725773926548,"score_gpt":0.5023507756674771,"score_spread":0.3562781982748223,"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."}}