{"id":"W6964948964","doi":"10.3205/20ebm152","title":"Cochrane zum Mitmachen","year":2020,"lang":"de","type":"article","venue":"German Medical Science (German Research Foundation)","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane","funders":"","keywords":"Cochrane collaboration; MEDLINE; Term (time); Context (archaeology)","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.05815343,0.0005256018,0.0008965523,0.0008895632,0.00777775,0.0009150346,0.005715496,0.0008772805,0.1780389],"category_scores_gemma":[0.1696557,0.0004374769,0.0002047713,0.007510475,0.01279,0.002460269,0.003495992,0.01167018,0.1502371],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009285727,"about_ca_system_score_gemma":0.02823364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006478272,"about_ca_topic_score_gemma":0.0001351404,"domain_scores_codex":[0.9560062,0.007873982,0.001838582,0.002115314,0.02662842,0.005537494],"domain_scores_gemma":[0.9657501,0.01307724,0.0004828973,0.001446987,0.003270451,0.01597232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00118461,0.001001151,0.001883045,0.003839951,0.0001976637,0.001885876,0.02674047,7.463622e-7,0.00301522,0.05805323,0.4132789,0.4889192],"study_design_scores_gemma":[0.001923145,0.0008354901,0.003211042,0.001089148,0.00004461716,0.00001087551,0.001478359,0.0160353,0.0001881621,0.004197305,0.9704497,0.0005368755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.061674,0.006219072,0.003698646,0.8361859,0.005130311,0.004310719,0.00007767959,0.0003973072,0.08230634],"genre_scores_gemma":[0.8861942,0.02595116,0.00134537,0.04780428,0.0236533,0.0005219805,0.000526117,0.0001824192,0.01382113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8245202,"threshold_uncertainty_score":0.9998077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.300517250349665,"score_gpt":0.6109285516547323,"score_spread":0.3104113013050673,"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."}}