{"id":"W1963653316","doi":"10.1159/000346672","title":"German Medical Students’ Beliefs about How Best to Treat Alcohol Use Disorder","year":2013,"lang":"en","type":"article","venue":"European Addiction Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"Cancer Research UK","keywords":"German; Alcohol use disorder; Addiction; Psychology; Psychiatry; Clinical psychology; Medicine; Family medicine; 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":[0.001461694,0.0001627859,0.0001764448,0.0005084281,0.0003423057,0.0007178547,0.0001731151,0.0003697429,0.003882156],"category_scores_gemma":[0.005277445,0.0001387413,0.000165248,0.0003042418,0.0005837826,0.0002905196,0.0004221031,0.0004259211,0.0003909619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006397049,"about_ca_system_score_gemma":0.0008210138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004484385,"about_ca_topic_score_gemma":0.005929551,"domain_scores_codex":[0.9994418,0.0001851089,0.00004414811,0.00003352023,0.0001705792,0.0001247522],"domain_scores_gemma":[0.9973406,0.0007833543,0.0009331405,0.00008086003,0.000252776,0.0006092421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001395568,0.0002103164,0.961762,0.000129556,0.00005680589,0.0001398532,0.004136699,0.0001100901,0.0009865783,0.0002766905,0.001674422,0.03037739],"study_design_scores_gemma":[0.00002361578,0.0003070498,0.9897658,0.0001142893,0.0000405599,0.0002620149,0.004820321,0.0002633851,0.000293515,0.0001544049,0.003943531,0.00001141891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970788,0.0005982945,0.00007435418,0.0009949094,0.00001961934,0.000009459278,0.00004794613,0.000003180174,0.001173507],"genre_scores_gemma":[0.9988173,0.0004777885,0.00006220799,0.0003009377,0.000008798987,0.000003178663,0.00003296165,7.315262e-7,0.0002960823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004484385,"threshold_uncertainty_score":0.01298714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09205647541501225,"score_gpt":0.4103324150228317,"score_spread":0.3182759396078194,"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."}}