{"id":"W6908525979","doi":"10.3205/19ebm031","title":"Methodische Herausforderungen in der Erstellung von systematischen Reviews zu prognostischen Faktoren:Einblicke und Erkenntnisse aus einem exemplarischen Cochrane Review zum Hodgkin Lymphom","year":2019,"lang":"de","type":"article","venue":"German Medical Science (German Research Foundation)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Guideline; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2490173,0.005369002,0.01921341,0.04469306,0.001679587,0.01242488,0.004869385,0.004879626,0.03036785],"category_scores_gemma":[0.5175937,0.003529545,0.02427447,0.03506901,0.004305269,0.009080467,0.006367032,0.004045475,0.00278136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009708338,"about_ca_system_score_gemma":0.01538941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004339793,"about_ca_topic_score_gemma":0.01050643,"domain_scores_codex":[0.6185226,0.2036573,0.1357356,0.01166471,0.02863624,0.001783572],"domain_scores_gemma":[0.4416016,0.4752334,0.05224867,0.01410581,0.01581592,0.0009947154],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007465509,0.00002416411,0.001224447,0.8961983,0.03164534,0.00008308215,0.0003561835,0.0003084906,0.0003174575,0.001766082,0.003481162,0.06384862],"study_design_scores_gemma":[0.002946535,0.0002911421,0.004203297,0.823817,0.1139462,0.0005906875,0.0004525977,0.000654655,0.0009530396,0.01072813,0.04119205,0.0002247428],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00124333,0.942342,0.0173313,0.00411537,0.002118415,0.02482385,0.005152046,0.0002967698,0.002576874],"genre_scores_gemma":[0.06354962,0.6712711,0.1061448,0.007975707,0.001783672,0.1421853,0.003419484,0.0004638969,0.003206554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7509827,"threshold_uncertainty_score":0.9260954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08022524694325915,"score_gpt":0.4734554687046612,"score_spread":0.393230221761402,"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."}}