{"id":"W4393153134","doi":"10.5114/pg.2024.136324","title":"A case report of a forgotten Christmas gift","year":2024,"lang":"en","type":"article","venue":"Gastroenterology Review","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"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":[0.0004447124,0.0001315473,0.0006503146,0.00007844195,0.00001636451,0.00000229229,0.00005542788,0.00006522941,0.0003248765],"category_scores_gemma":[0.000110208,0.00009530968,0.0002369642,0.0001244778,0.0001237733,0.00003012394,0.00005421907,0.0002138104,0.00009117537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001424887,"about_ca_system_score_gemma":0.00004196874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009425305,"about_ca_topic_score_gemma":0.000008000437,"domain_scores_codex":[0.9987639,0.00008550391,0.0005279428,0.0002927275,0.00008397516,0.0002459167],"domain_scores_gemma":[0.9993516,0.00002870523,0.000097248,0.000367283,0.00005979179,0.00009543279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00008157541,0.0001049169,0.03592883,0.01321302,0.0001805248,0.9168226,0.00005418596,6.873363e-8,0.0002428131,0.0001618129,0.02645329,0.006756376],"study_design_scores_gemma":[0.0003225895,0.000956603,0.00311065,0.002277497,0.0005322667,0.9608201,0.000004863217,0.00001462332,0.00002675371,0.00005216368,0.03184411,0.00003772586],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6057644,0.3710549,0.000940346,0.01812688,0.0006224326,0.00100004,0.0000324647,0.0001709951,0.002287538],"genre_scores_gemma":[0.9715567,0.01589687,0.001585488,0.008945614,0.0001970031,0.00009592,0.00006160286,0.00003112397,0.001629714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3657923,"threshold_uncertainty_score":0.3886616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02344145094442076,"score_gpt":0.3190067627194579,"score_spread":0.2955653117750372,"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."}}