{"id":"W4406428423","doi":"10.1016/j.yhls.2014.02.014","title":"10.1016/j.yhls.2014.02.014","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Outcome (game theory); Head and neck; Radial head; Surgery; Internal medicine; Elbow; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000140306,0.0006118309,0.00207975,0.0002823205,0.00006398969,0.00003060981,0.000223517,0.0003759355,0.994504],"category_scores_gemma":[0.00002054044,0.0004389251,0.0007348735,0.0002700451,0.00004972136,0.00003289009,0.00005788307,0.0003963949,0.998266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002275013,"about_ca_system_score_gemma":0.0002598393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002064876,"about_ca_topic_score_gemma":1.273721e-7,"domain_scores_codex":[0.9979878,0.00007022292,0.0005526367,0.0005695739,0.0003392007,0.0004805432],"domain_scores_gemma":[0.9984373,0.00008802892,0.0001212193,0.0008503572,0.00004803806,0.000454992],"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":[0.00002993148,0.0001382636,5.87459e-9,0.001874997,0.0002643959,0.00009664823,0.000003720003,6.960551e-8,1.069087e-8,5.673275e-7,0.284207,0.7133844],"study_design_scores_gemma":[0.0004495394,0.0006689854,4.336536e-7,0.006786661,0.002512558,0.0003197945,2.056551e-7,6.707027e-7,3.372572e-7,0.000001609836,0.9888789,0.0003803171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.434409e-8,0.4934768,7.320126e-8,0.00003124717,0.000001969825,0.0007274206,0.00005110489,0.000106364,0.505605],"genre_scores_gemma":[3.576454e-9,0.3469964,0.00008146679,0.00001962319,0.0003333981,0.0001319302,0.0004802622,0.00009534726,0.6518615],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7130041,"threshold_uncertainty_score":0.9998062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557415172592338,"score_gpt":0.2612200997896722,"score_spread":0.2356459480637488,"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."}}