{"id":"W2969511859","doi":"10.14740/gr1191","title":"Barium Retention Following Examination for Pylorus Stenosis","year":2019,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pylorus; Barium; Barium meal; Stenosis; Barium sulfate; Complication; Radiology; Surgery; Stomach; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0008848275,0.0001115232,0.0002381883,0.0002698853,0.0001070644,0.00002018875,0.00009168356,0.00007007417,0.00009385653],"category_scores_gemma":[0.0001720497,0.00009874922,0.0001673759,0.0001360806,0.00005716007,0.00008186985,0.00006359066,0.0002354213,0.0001752514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033573,"about_ca_system_score_gemma":0.00003199174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001925501,"about_ca_topic_score_gemma":0.00001198558,"domain_scores_codex":[0.9983101,0.0001672632,0.0001897515,0.0003715217,0.0003459756,0.0006153318],"domain_scores_gemma":[0.9992152,0.0001043512,0.00003790207,0.0002641781,0.0002651758,0.0001132078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008777891,0.0002883277,0.9897747,0.00007002447,0.0001116574,0.0000254789,0.00004051505,0.000001948526,0.00675845,0.00008932123,0.000703732,0.001258044],"study_design_scores_gemma":[0.004903025,0.005156176,0.9880447,0.00007877151,0.00006510667,0.00005713504,0.0002480746,0.0008890572,0.0001546633,0.0001815508,0.0001820763,0.00003960347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946433,0.00003074975,0.001509338,0.001332119,0.000259471,0.00120696,0.000007604824,0.00003527721,0.0009752252],"genre_scores_gemma":[0.994281,0.000005885917,0.002208423,0.0001294773,0.00004683257,0.0001785496,0.0001225467,0.00002422484,0.003003093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006603786,"threshold_uncertainty_score":0.4026876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07253883043613434,"score_gpt":0.3684553623386502,"score_spread":0.2959165319025158,"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."}}