{"id":"W6908841865","doi":"10.3205/23ebm053","title":"Berücksichtigung von Adhärenz in Cochrane Reviews im Bereich Ernährung: eine Meta-Studie","year":2023,"lang":"de","type":"article","venue":"German Medical Science (German Research Foundation)","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane","funders":"","keywords":"Cochrane collaboration; Work (physics); Systematic review; MEDLINE","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.03830888,0.000709687,0.002125722,0.002057089,0.002830072,0.0004272127,0.0020145,0.0003916378,0.01282396],"category_scores_gemma":[0.01789788,0.0005558074,0.0005392273,0.01331084,0.006921387,0.0009344079,0.002153119,0.002772803,0.02994564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256928,"about_ca_system_score_gemma":0.002633732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005969654,"about_ca_topic_score_gemma":0.0006962718,"domain_scores_codex":[0.9780791,0.00130448,0.00220936,0.002052124,0.01269634,0.003658549],"domain_scores_gemma":[0.9916092,0.002447781,0.0003514729,0.001325336,0.001768342,0.00249788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009439514,0.004029489,0.01336538,0.005568415,0.003563998,0.006108075,0.004251686,0.00001305921,0.002318408,0.04739747,0.7220632,0.1903768],"study_design_scores_gemma":[0.004047393,0.0008034071,0.07450917,0.00262078,0.00106324,0.00003772613,0.0003246371,0.00294667,0.0001496621,0.004929858,0.9077451,0.0008223972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2875929,0.3245359,0.0001493898,0.3312486,0.008491278,0.01083596,0.0001914935,0.0006858556,0.03626869],"genre_scores_gemma":[0.5275126,0.4320225,0.0006226162,0.006313068,0.0114084,0.002833407,0.001868088,0.0002164186,0.01720295],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3249355,"threshold_uncertainty_score":0.9996893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2090015753404372,"score_gpt":0.5089024631382889,"score_spread":0.2999008877978517,"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."}}