{"id":"W4236865960","doi":"10.7287/peerj.4248v0.1/reviews/2","title":"Peer Review #2 of \"Weekend effect in upper gastrointestinal bleeding: a systematic review and meta-analysis (v0.1)\"","year":2018,"lang":"en","type":"review","venue":"","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Upper gastrointestinal bleeding; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005621898,0.0007884751,0.02548593,0.0006014964,0.00002824877,0.00001928903,0.0002718684,0.0001372267,0.004081903],"category_scores_gemma":[0.009368964,0.0003616613,0.006110802,0.001774965,0.00008807983,0.00005654197,0.0001649373,0.000442952,0.0001083574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008235643,"about_ca_system_score_gemma":0.0001831134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002556488,"about_ca_topic_score_gemma":0.000003964692,"domain_scores_codex":[0.9944686,0.0006665554,0.002838023,0.0006650605,0.001003488,0.0003583135],"domain_scores_gemma":[0.9958874,0.0007751544,0.001130894,0.001088575,0.0007649184,0.0003530322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000001121881,0.00004650211,0.00003633691,0.9553398,0.0383595,0.00003689475,0.000003430614,9.72506e-10,1.18046e-8,0.00002121184,0.005721765,0.0004333444],"study_design_scores_gemma":[0.00006056117,0.0002129178,0.000002675549,0.4628494,0.4939943,0.0002802748,0.000001992327,4.456494e-7,5.86999e-8,0.000001071306,0.04245014,0.0001461418],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.843656e-7,0.9884287,0.00001104876,0.00234311,0.00001627706,0.005955058,0.00003250459,0.0000264322,0.003186718],"genre_scores_gemma":[7.254433e-7,0.9583886,0.001107138,0.001156386,0.00002477227,0.0004529245,0.00009195026,0.0000472751,0.03873025],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4924905,"threshold_uncertainty_score":0.9998835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08338719595596306,"score_gpt":0.3928910186802912,"score_spread":0.3095038227243281,"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."}}