{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007313484,0.0002453201,0.0002820147,0.0009304588,0.0003557317,0.0007036012,0.0004091602,0.0003909464,0.007020353],"category_scores_gemma":[0.01312715,0.0001753713,0.0006526694,0.0006788756,0.0004531153,0.0007427785,0.001724221,0.0006410439,0.0006228868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108253,"about_ca_system_score_gemma":0.003954331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004578845,"about_ca_topic_score_gemma":0.006906203,"domain_scores_codex":[0.9965627,0.002430031,0.0002554874,0.0001227149,0.0003588691,0.0002701768],"domain_scores_gemma":[0.9933962,0.00247558,0.001761532,0.0003084171,0.001156979,0.0009013324],"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":[0.002085192,0.001132945,0.4701627,0.002755671,0.0002263743,0.001087535,0.006931586,0.001725478,0.002702539,0.001321624,0.01250694,0.4973614],"study_design_scores_gemma":[0.0005623637,0.006470486,0.8931946,0.008094663,0.0008266352,0.003641509,0.01455501,0.0129528,0.008926976,0.006225071,0.04437309,0.0001770099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969152,0.004832135,0.007060423,0.008718804,0.0001179777,0.0007847578,0.000837316,0.0002376843,0.008258778],"genre_scores_gemma":[0.9866717,0.002835366,0.007781854,0.0006311648,0.00004059391,0.0003671007,0.000583638,0.00002370667,0.001064835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007313484,"threshold_uncertainty_score":0.03867787,"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."}}