{"id":"W4206140792","doi":"10.1542/pir.35.6.243","title":"Gastrointestinal Bleeding","year":2014,"lang":"en","type":"article","venue":"Pediatrics in Review","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.0006597521,0.0001585493,0.0004270358,0.0001245177,0.00002825582,0.00001175911,0.00007949527,0.000015255,0.00012306],"category_scores_gemma":[0.001627532,0.0001275298,0.0001183848,0.0004311517,0.00002157846,0.00003863817,0.00003948598,0.0002183666,0.0001895754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000889054,"about_ca_system_score_gemma":0.00004266407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001495702,"about_ca_topic_score_gemma":0.000002097455,"domain_scores_codex":[0.9987807,0.00003444322,0.0003826359,0.000258104,0.0002486381,0.0002954354],"domain_scores_gemma":[0.999185,0.0002407684,0.0001045362,0.0002145689,0.00009473821,0.000160359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007175079,0.0002240254,0.9808381,0.003147474,0.000003323207,0.00009800603,0.000003988614,0.000002199478,0.0000157999,0.0009324864,0.005642131,0.009085263],"study_design_scores_gemma":[0.004827604,0.003887162,0.8453997,0.06568108,0.001866731,0.009323327,0.00003001072,0.0007747373,0.00006270521,0.0011553,0.06615243,0.0008391641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4598566,0.3662958,0.004221341,0.03763249,0.001002916,0.004967067,0.00001557667,0.0007360234,0.1252722],"genre_scores_gemma":[0.8511505,0.08938171,0.05421175,0.003758005,0.0009729182,0.0001519902,0.00003085922,0.00005504579,0.0002872997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3912938,"threshold_uncertainty_score":0.5200514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436425622642409,"score_gpt":0.30395960978577,"score_spread":0.2795953535593459,"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."}}