{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001745527,0.0001552877,0.0002340175,0.0007925443,0.0006062903,0.0004203572,0.0001625678,0.0002893741,0.02698938],"category_scores_gemma":[0.0007962498,0.00006155502,0.0003270183,0.0005083072,0.000191847,0.0002855542,0.0004707302,0.000433629,0.007598286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004500508,"about_ca_system_score_gemma":0.0004348912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001334835,"about_ca_topic_score_gemma":0.00210678,"domain_scores_codex":[0.9998753,0.0000244249,0.000008268881,0.00001667256,0.00003792146,0.00003750715],"domain_scores_gemma":[0.9998265,0.00002058094,0.00002097511,0.00003123432,0.00004053521,0.00006021022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005466673,0.0001892252,0.07517014,0.0003724607,0.00008071937,0.01304921,0.0002240251,0.0001013036,0.006599071,0.009543777,0.1780741,0.7160493],"study_design_scores_gemma":[0.0000653399,0.0002254296,0.05822237,0.0002571276,0.00006106534,0.03806387,0.0002237778,0.0002336364,0.003642604,0.002248011,0.8967273,0.00002948655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1546791,0.04240156,0.005131302,0.02333521,0.00505491,0.0003328471,0.002409599,0.0008844017,0.7657711],"genre_scores_gemma":[0.6410715,0.01589333,0.003319409,0.008740674,0.002780586,0.0001644018,0.003063648,0.0001040186,0.3248624],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02698938,"threshold_uncertainty_score":0.09028846,"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."}}