{"id":"W1999559602","doi":"10.1007/s10334-005-0120-x","title":"Monitoring the development of hepatocellular carcinoma in woodchucks using 31P-MRS","year":2005,"lang":"en","type":"article","venue":"Magnetic Resonance Materials in Physics Biology and Medicine","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Institute for Biodiagnostics","funders":"","keywords":"Hepatocellular carcinoma; Phosphomonoesters; Magnetic resonance imaging; Pathology; Medicine; Nuclear medicine; Chemistry; Internal medicine; Radiology; Energy metabolism; Phosphocreatine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003603498,0.0001284918,0.0002198726,0.00002645971,0.00004869003,0.000002393691,0.0001518113,0.0001385953,0.00001007268],"category_scores_gemma":[0.00002542481,0.00009207891,0.00001429105,0.0000943703,0.0002949198,0.000001947134,0.0001045661,0.00007079339,4.484578e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001322914,"about_ca_system_score_gemma":0.00004234677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006423295,"about_ca_topic_score_gemma":0.00001864022,"domain_scores_codex":[0.9990639,0.00008545388,0.0003637822,0.0002530942,0.00004188509,0.0001918948],"domain_scores_gemma":[0.9996184,0.00001491032,0.00008628192,0.0002297249,0.00002798834,0.0000227247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003013089,0.00002763162,0.06426839,0.00001259555,0.000002616226,6.863871e-7,0.0001618775,0.000003567455,0.8999221,0.0003950797,0.000006217761,0.03516914],"study_design_scores_gemma":[0.0005146399,0.0001442425,0.05860723,0.00007549522,0.000006848259,0.000005396477,0.00006397972,0.0000815764,0.9330685,0.0007895938,0.006529779,0.0001127147],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915636,0.007188236,0.0006391154,0.0001668031,0.00006313733,0.0002467541,0.000004818335,0.000003718603,0.0001238536],"genre_scores_gemma":[0.9949511,0.0006240958,0.003960435,0.00007215283,0.0002688666,0.00006980272,0.00002321587,0.000009181844,0.00002115423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03505643,"threshold_uncertainty_score":0.3754869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988826232665662,"score_gpt":0.295498989460134,"score_spread":0.2756107271334773,"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."}}