{"id":"W2081664021","doi":"10.1136/gut.2009.203257","title":"Optimum imaging for small suspected hepatocellular carcinoma","year":2010,"lang":"en","type":"letter","venue":"Gut","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0002105571,0.0007221492,0.0009949952,0.0003710904,0.0001789168,0.00009839715,0.0003022154,0.00172476,0.0004991018],"category_scores_gemma":[0.0000919005,0.0006521064,0.0008156985,0.00019485,0.0001212359,0.00005536252,0.00008868025,0.00305018,0.000288339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739795,"about_ca_system_score_gemma":0.0003503701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001888878,"about_ca_topic_score_gemma":0.00000935206,"domain_scores_codex":[0.997111,0.00006537079,0.0005262902,0.0009335744,0.0003904885,0.0009733236],"domain_scores_gemma":[0.9979655,0.0001935811,0.0002213797,0.001052974,0.0003417719,0.0002247545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007690687,0.00006809405,0.3715942,0.0005920318,0.0002060461,0.005524796,0.00007457138,1.281556e-8,0.002479732,0.00001332523,0.6178289,0.001541434],"study_design_scores_gemma":[0.002653443,0.0002512129,0.002461656,0.0001487399,0.001467267,0.0003771379,0.0000119383,0.003958047,0.004764811,0.0001474055,0.9830557,0.0007026953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2447024,0.003705038,0.0009093324,0.7343844,0.002119395,0.005953979,0.0003780419,0.0006442161,0.007203211],"genre_scores_gemma":[0.4780424,0.00005892502,0.01396723,0.4468198,0.01748385,0.001387032,0.01338898,0.0006401292,0.02821161],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3691325,"threshold_uncertainty_score":0.999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05593683095486968,"score_gpt":0.2439295375041231,"score_spread":0.1879927065492534,"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."}}