{"id":"W4205979768","doi":"10.5114/ain.2021.111788","title":"E-POP profile user – a mobile application supporting the reduction of alcohol consumption. A pilot study","year":2021,"lang":"en","type":"article","venue":"Alcoholism and Drug Addiction","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Addiction; Alcohol consumption; Alcohol; Drug; Consumption (sociology); Medicine; Psychiatry; Chemistry; Sociology; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.001124576,0.0001000772,0.0001438068,0.00007100873,0.0007306841,0.00006154399,0.000133465,0.00006493938,0.0001229482],"category_scores_gemma":[0.0001996869,0.00008706283,0.00003251132,0.0003308189,0.00031334,0.0002603781,0.00006489646,0.0001718337,0.00002538109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006806141,"about_ca_system_score_gemma":0.0001254847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002730763,"about_ca_topic_score_gemma":0.0006013147,"domain_scores_codex":[0.9985482,0.0002654544,0.0003042479,0.0002784601,0.0003760687,0.0002276056],"domain_scores_gemma":[0.9991043,0.00005406898,0.0002660428,0.0002803676,0.000236253,0.00005898472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003555826,0.005313817,0.6572114,0.0001117095,0.0004034937,0.00001161555,0.05529368,0.00005364416,0.08249986,0.009446983,0.03316512,0.1561331],"study_design_scores_gemma":[0.003388685,0.000607276,0.8592982,0.0001151859,0.0004422064,0.00006570073,0.087042,0.0002059193,0.02766689,0.001383917,0.01926953,0.0005144316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949936,0.0002351206,0.00009446242,0.0006287646,0.0004085813,0.001072617,0.00001388844,0.000151456,0.002401494],"genre_scores_gemma":[0.9972476,0.0001935874,0.00008659295,0.00004534056,0.0001433896,0.000209744,0.00001806929,0.00001099216,0.002044657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2020869,"threshold_uncertainty_score":0.5619906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02723410078375331,"score_gpt":0.3345124215448699,"score_spread":0.3072783207611166,"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."}}