{"id":"W6906189461","doi":"10.1594/ecr2016/c-1545","title":"Hepatic lesions – the scar as the discriminatory feature","year":2016,"lang":"en","type":"article","venue":"European Society of Radiology","topic":"Bartonella species infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Feature (linguistics); Pattern recognition (psychology); Feature extraction; Noise (video)","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":[0.001496765,0.0008538577,0.0004805534,0.001800835,0.0003636455,0.0009868324,0.0004634197,0.001311174,0.004661878],"category_scores_gemma":[0.00331545,0.000234785,0.0003453638,0.000604218,0.001028563,0.001267306,0.0007143986,0.0008215197,0.001518964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811531,"about_ca_system_score_gemma":0.0002405096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002337537,"about_ca_topic_score_gemma":0.0002071058,"domain_scores_codex":[0.9993588,0.000152134,0.00007460378,0.00009378324,0.0001263483,0.0001942215],"domain_scores_gemma":[0.9982402,0.000504781,0.0004032033,0.0002229471,0.0001997752,0.0004290285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002537707,0.0002928209,0.709702,0.0003559466,0.00009368816,0.1064997,0.000406497,0.0003670664,0.05574152,0.002323427,0.002279553,0.1194],"study_design_scores_gemma":[0.0001044212,0.001431596,0.4204037,0.0003628077,0.0002306929,0.5391556,0.001605355,0.003951001,0.01771181,0.004636679,0.01033375,0.00007258058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541559,0.006533829,0.005751245,0.001744465,0.0004883999,0.00006644964,0.0001655395,0.0001448832,0.03094929],"genre_scores_gemma":[0.9977629,0.0004783797,0.0006768109,0.0001127949,0.0003095685,0.000005039832,0.0000442071,0.000009355552,0.0006008789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004661878,"threshold_uncertainty_score":0.01559556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630280795868237,"score_gpt":0.2561262972897023,"score_spread":0.2398234893310199,"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."}}