{"id":"W2779731543","doi":"10.1177/145507250902600613","title":"Dialogue on DD treatment measures — complexity as a road to meaningful simplicity","year":2009,"lang":"en","type":"article","venue":"Nordic Studies on Alcohol and Drugs","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Drug Research and Development","funders":"","keywords":"Simplicity; Psychology; Meaningful use; Epistemology; Political science; Philosophy","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":[],"category_scores_codex":[0.004009231,0.0003490598,0.001296939,0.0002806608,0.0005132649,0.00006770145,0.0001715236,0.0001000785,0.00005660258],"category_scores_gemma":[0.00217362,0.0003467936,0.0001496019,0.000181253,0.0001072107,0.0001112704,0.00005030178,0.0001354757,0.002192445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007544761,"about_ca_system_score_gemma":0.00005266595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864476,"about_ca_topic_score_gemma":0.0004490777,"domain_scores_codex":[0.9965349,0.0002126913,0.00181774,0.000805409,0.0001550466,0.000474163],"domain_scores_gemma":[0.9977785,0.0006754407,0.0006701446,0.0004969767,0.00007359523,0.0003053356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0009669834,0.002448588,0.03425445,0.0002966423,0.001912562,0.00002174071,0.1030049,0.001358468,0.00002642654,0.6164142,0.1324636,0.1068314],"study_design_scores_gemma":[0.009108783,0.009119122,0.4697592,0.0005001418,0.0001037998,0.00001738692,0.01646277,0.0009857388,0.0001843396,0.1913086,0.2999612,0.002488882],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8893635,0.002220162,0.00006191302,0.07547034,0.0005727537,0.001040253,0.0002155623,0.0001039882,0.03095155],"genre_scores_gemma":[0.9501883,0.0005401747,0.0002531497,0.04779727,0.0003918973,0.000126997,0.00001451511,0.00001963998,0.0006680916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4355047,"threshold_uncertainty_score":0.9998984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5042030369234806,"score_gpt":0.4716786352656395,"score_spread":0.0325244016578411,"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."}}