{"id":"W4229439625","doi":"10.3138/canlivj.5.2.abst","title":"Annual Meeting of the Canadian Association for the Study of the Liver (CASL), the Canadian Network on Hepatitis C (CanHepC), the Canadian Association of Hepatology Nurses (CAHN), and the Canadian NASH Network 2022 Abstracts","year":2022,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hepatology; Association (psychology); Medicine; Internal medicine; Political science; Family medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004331842,0.0003952293,0.0006191952,0.0003391824,0.01119884,0.0002086847,0.001167052,0.0002745912,0.0003301353],"category_scores_gemma":[0.001068024,0.0002049134,0.0004258039,0.0009473584,0.0004236274,0.0001063211,0.00007872332,0.001546186,0.000003616775],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01998887,"about_ca_system_score_gemma":0.03587701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999907,"about_ca_topic_score_gemma":0.9999996,"domain_scores_codex":[0.9942012,0.001769376,0.0008455587,0.0003774379,0.001195689,0.00161068],"domain_scores_gemma":[0.9934589,0.001858687,0.00124562,0.0008103707,0.0009390064,0.001687467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005721258,0.00005677364,0.8150104,0.00001308385,0.00151171,0.00009926273,0.01051493,0.004928741,1.657242e-7,0.001330261,0.1651429,0.001334544],"study_design_scores_gemma":[0.00183385,0.0002954614,0.8918165,0.0001055136,0.001542978,0.00008972493,0.004415828,0.0008292781,0.000003044007,0.0002357275,0.09862084,0.0002112319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8635237,0.004608774,1.100308e-7,0.1108798,0.004200569,0.006156215,0.005818239,0.000007994704,0.00480455],"genre_scores_gemma":[0.9883676,0.0003003012,0.000004605557,0.00929342,0.0007994514,0.000257901,0.00004603342,0.00005517554,0.0008755345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1248439,"threshold_uncertainty_score":0.9900885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051826370029001,"score_gpt":0.222051209648994,"score_spread":0.211532945948704,"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."}}