{"id":"W3111575689","doi":"10.1055/a-1276-0475","title":"Screening auf problematischen Alkoholkonsum – Erhebung zur Umsetzung der S3-Leitlinienempfehlungen in der transdisziplinären Versorgung einer Modellregion","year":2020,"lang":"de","type":"article","venue":"Das Gesundheitswesen","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Guideline; Alcohol consumption; Audit; Family medicine; Gynecology; Logistic regression; Health professionals; Health care; Alcohol","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0007072052,0.001423999,0.002058197,0.0005367355,0.0003524853,0.0002002345,0.0008126242,0.000855407,0.0007993852],"category_scores_gemma":[0.0002335729,0.001316757,0.0006872431,0.001595156,0.0002643787,0.0009042373,0.0002584563,0.001428603,0.001537296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283138,"about_ca_system_score_gemma":0.0004031566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003337814,"about_ca_topic_score_gemma":0.0005824056,"domain_scores_codex":[0.9924412,0.0004258726,0.001838448,0.001923208,0.001350051,0.002021237],"domain_scores_gemma":[0.9964769,0.0005692852,0.0004957425,0.001141866,0.0002174801,0.001098712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00484226,0.001506789,0.8079689,0.001928335,0.01315333,0.00393275,0.1043116,0.00987568,0.003358967,0.0008061031,0.0200911,0.02822421],"study_design_scores_gemma":[0.1255265,0.003407189,0.2975526,0.01677316,0.04423381,0.0001803553,0.02414741,0.3647188,0.0133624,0.0009887432,0.09653471,0.01257427],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7019227,0.2300351,0.008792395,0.04160566,0.001946007,0.007775865,0.0002070073,0.001128553,0.006586729],"genre_scores_gemma":[0.9809317,0.004229088,0.006445208,0.003345559,0.001874648,0.0002420285,0.001038166,0.0003949204,0.001498663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5104162,"threshold_uncertainty_score":0.999851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06713800020123416,"score_gpt":0.3135871079542173,"score_spread":0.2464491077529832,"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."}}