{"id":"W4376853218","doi":"10.5114/ain.2022.126579","title":"Research into alcohol-dependent persons in treatment during the COVID-19 pandemic. Part two – the role of the pandemic and its consequences","year":2022,"lang":"en","type":"article","venue":"Alcoholism and Drug Addiction","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Addiction; Coronavirus disease 2019 (COVID-19); Alcohol; Drug; Psychiatry; Medicine; Psychology; Internal medicine; Chemistry; Infectious disease (medical specialty); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002157211,0.0001400601,0.0001673914,0.0001205259,0.001609877,0.0000271132,0.000241573,0.00004969079,0.0002454271],"category_scores_gemma":[0.00006716004,0.00007693047,0.00005361302,0.0003357107,0.0004079762,0.00006234539,0.0002420652,0.0004765332,0.000005129992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006471829,"about_ca_system_score_gemma":0.0003208455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03941875,"about_ca_topic_score_gemma":0.01057131,"domain_scores_codex":[0.9971185,0.00147272,0.0002876838,0.0003864789,0.0003764963,0.0003581058],"domain_scores_gemma":[0.9984339,0.0009644331,0.0001219902,0.0003368071,0.00002342055,0.0001194905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006801055,0.0002987371,0.8467654,0.00005317067,0.0001306365,0.00001767893,0.1186149,0.0001963541,0.004924623,0.004993866,0.00144306,0.02188151],"study_design_scores_gemma":[0.009256715,0.0005379345,0.4422392,0.00006779612,0.000187336,0.0009441758,0.2183516,0.000406981,0.001197261,0.007285042,0.3190958,0.0004301271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831646,0.009974146,4.338398e-7,0.004346171,0.0003901402,0.0008644262,0.0001244504,0.00002990164,0.001105719],"genre_scores_gemma":[0.994702,0.00190934,8.515766e-7,0.0008533083,0.0001071475,0.0005574251,0.000008478672,0.00001171068,0.001849741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4045261,"threshold_uncertainty_score":0.9996899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224163933784754,"score_gpt":0.4348305694687921,"score_spread":0.3124141760903167,"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."}}