{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005568204,0.0006159486,0.0007065315,0.0007247933,0.0007751863,0.0008117789,0.0007350154,0.0008191103,0.0150859],"category_scores_gemma":[0.008966803,0.0003653754,0.000841185,0.0002686639,0.0005070427,0.00137947,0.0009512337,0.001303076,0.003565233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003207985,"about_ca_system_score_gemma":0.001236071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002393618,"about_ca_topic_score_gemma":0.002438525,"domain_scores_codex":[0.9983168,0.0009066102,0.0001233907,0.0001333833,0.0002961519,0.0002238117],"domain_scores_gemma":[0.9951002,0.002281037,0.0001957653,0.0003168278,0.001406788,0.0006994419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0234492,0.2466034,0.07505577,0.009249961,0.00054347,0.002886225,0.02969245,0.0006002844,0.02953171,0.001479275,0.04083236,0.5400758],"study_design_scores_gemma":[0.009490665,0.528291,0.277168,0.001919964,0.00150045,0.002115946,0.03773601,0.003532541,0.01850491,0.0009785942,0.1184552,0.0003066526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745169,0.00104897,0.002952547,0.0007918286,0.000286233,0.01145535,0.001491968,0.0002650737,0.007191148],"genre_scores_gemma":[0.9229494,0.003305109,0.01852683,0.002204114,0.0002636401,0.0245865,0.002112926,0.000206942,0.02584461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0150859,"threshold_uncertainty_score":0.05046737,"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."}}