{"id":"W3190591368","doi":"10.1186/1470-7330-15-s1-o28","title":"Hepatic lesions","year":2015,"lang":"en","type":"article","venue":"Cancer Imaging","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University Health Network","funders":"","keywords":"Medicine; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001957303,0.000441802,0.0002671327,0.001630665,0.0004875085,0.0009001289,0.0002081628,0.0005079059,0.0245722],"category_scores_gemma":[0.001025787,0.0001649136,0.0003978225,0.001250848,0.0004429106,0.0006790341,0.0004304547,0.0004845497,0.006134126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004394138,"about_ca_system_score_gemma":0.0003950028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002000087,"about_ca_topic_score_gemma":0.002122353,"domain_scores_codex":[0.999859,0.00001858328,0.00001431177,0.000029656,0.00003548079,0.00004299921],"domain_scores_gemma":[0.9997324,0.00004174075,0.00006311917,0.00005736912,0.00005911147,0.00004612909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001195192,0.0002122691,0.3546042,0.001207388,0.0002792701,0.1569283,0.000623802,0.0005879816,0.04304102,0.00698885,0.02456363,0.4097681],"study_design_scores_gemma":[0.00008264836,0.0003226616,0.2525,0.0005436239,0.0003431955,0.5459943,0.000786238,0.001282489,0.02237619,0.003724732,0.1719691,0.00007477946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4642277,0.02669025,0.01193525,0.003421455,0.0006255165,0.0003260373,0.003508616,0.0007812306,0.488484],"genre_scores_gemma":[0.943435,0.007148962,0.004620189,0.001392558,0.0006893058,0.00005599072,0.001994346,0.00009327227,0.0405703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0245722,"threshold_uncertainty_score":0.0822022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1490557367020787,"score_gpt":0.3242610419052919,"score_spread":0.1752053052032133,"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."}}