{"id":"W6920945556","doi":"10.6084/m9.figshare.29908851","title":"Additional file 1 of “It beats the hell out of going to a hospital”: service user experiences of telemedicine-based symptom-triggered alcohol withdrawal management","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Waypoint Centre for Mental Health Care; Centre for Addiction and Mental Health","funders":"","keywords":"Service (business); Service provider; Alcohol; Public service","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002055034,0.0001522466,0.0004118802,0.0001597735,0.00005852144,0.00001421025,0.0004949936,0.00005043448,0.1920655],"category_scores_gemma":[0.0002112894,0.0001021779,0.00007800807,0.0006116149,0.0001500031,0.00007829194,0.0002306848,0.00007968053,0.0001000435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002342787,"about_ca_system_score_gemma":0.0002243611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000428831,"about_ca_topic_score_gemma":0.00003601953,"domain_scores_codex":[0.9985535,0.0000338095,0.0004917987,0.0002873489,0.0004427366,0.0001907894],"domain_scores_gemma":[0.9985245,0.0004896807,0.0002327334,0.0004544691,0.0002338534,0.00006477158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000535933,0.0007229071,0.0005638147,0.0004298413,0.0002614489,0.00002788495,0.01877324,0.00003212398,0.0006637965,0.00007131069,0.9679415,0.009976191],"study_design_scores_gemma":[0.005711304,0.00177661,0.01389884,0.006606767,0.0005419662,0.000006169925,0.06432325,0.0004834919,0.04002105,0.00002679575,0.8662264,0.0003773142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7624144,0.00009592101,0.0001304694,0.002534167,0.0003110521,0.003443031,0.03191427,0.000005330399,0.1991513],"genre_scores_gemma":[0.9650229,0.000004077528,0.006828298,0.001046769,0.00005997605,0.0007295453,0.004476546,0.00001747954,0.02181438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2026085,"threshold_uncertainty_score":0.8086731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02112666794883201,"score_gpt":0.3085612504064049,"score_spread":0.2874345824575729,"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."}}