{"id":"W4392118022","doi":"10.15173/m.v1i6.639","title":"Hepatocellular Carcinoma","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009404371,0.00007667766,0.0001016011,0.00001908419,0.00005994838,0.000005924543,0.00005253774,0.0000188659,0.0006523901],"category_scores_gemma":[0.00001809832,0.00004061116,0.00007981228,0.0000599591,0.00003556622,0.00003363485,0.00002023904,0.00004986728,0.0008305899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005314207,"about_ca_system_score_gemma":0.00007455886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005822604,"about_ca_topic_score_gemma":1.887526e-7,"domain_scores_codex":[0.9994906,0.00002436551,0.00007019172,0.00007461627,0.0001287973,0.0002114114],"domain_scores_gemma":[0.9993821,0.00003802712,0.00001901776,0.0002996227,0.00001817506,0.0002430377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001475778,0.0005557781,0.9888782,0.00001423319,0.00007159725,0.000007118918,0.0009908181,7.241682e-9,0.000190903,0.0008765268,0.00773207,0.0006680114],"study_design_scores_gemma":[0.0003712963,0.00004177244,0.9633372,0.00001199375,0.0003798108,0.00002998874,0.0003436948,0.000005326175,0.009908741,0.00003583455,0.02547914,0.00005514542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862459,0.006174454,0.000001156218,0.003176714,0.0003667813,0.0002667567,0.000003560457,0.00002464085,0.003740079],"genre_scores_gemma":[0.9973535,0.00002639246,0.00005496114,0.001003181,0.0005811421,0.0000860011,0.00001082528,0.00001250927,0.000871519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02554092,"threshold_uncertainty_score":0.9999474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280532623160061,"score_gpt":0.2733259513995164,"score_spread":0.2452726890835103,"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."}}