{"id":"W4300847698","doi":"10.1002/hep.22647","title":"AASLD Abstracts 1606-1960","year":2008,"lang":"et","type":"article","venue":"Hepatology","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Astellas Pharma; Gilead Sciences; GlaxoSmithKline; Valeant Pharmaceuticals International; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; General surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038857,0.0002172283,0.0006033852,0.00005991311,0.0002089545,0.000006370922,0.0002852086,0.0005324049,0.009376489],"category_scores_gemma":[0.0008963862,0.0001292303,0.0001304259,0.0002730596,0.001422996,0.00004102414,0.0001075252,0.0005062443,0.004370866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003856242,"about_ca_system_score_gemma":0.000284076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004046687,"about_ca_topic_score_gemma":0.00008036691,"domain_scores_codex":[0.9976698,0.0001387213,0.0005158022,0.0005130501,0.0003857326,0.0007768808],"domain_scores_gemma":[0.9985697,0.0003419906,0.0001378709,0.0002642692,0.00006213032,0.0006240731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001509045,0.000650225,0.908444,0.00008536997,0.00005642456,0.003907959,0.00027975,3.346961e-7,0.00233047,0.001359474,0.07186432,0.01087077],"study_design_scores_gemma":[0.001651376,0.001958231,0.4196042,0.00009828727,0.0000912715,0.002935485,0.0001199914,0.0004791004,0.001909285,0.002822862,0.5678937,0.0004361832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9191909,0.002221106,0.00002276007,0.01964661,0.001517777,0.0001941864,0.00001145176,0.00007550971,0.05711966],"genre_scores_gemma":[0.9836636,0.002035139,0.0001972823,0.006851587,0.0007523439,0.000008322666,0.00002048518,0.000006948767,0.00646429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4960294,"threshold_uncertainty_score":0.9964043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0778861783307298,"score_gpt":0.3000522051737501,"score_spread":0.2221660268430203,"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."}}