{"id":"W3106774495","doi":"10.21860/medflum2020_245227","title":"Banff klasifikacija patohistologije bubrežnih presadaka","year":2020,"lang":"hr","type":"article","venue":"Medicina Fluminensis","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Humanities; Gynecology; Medicine; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004157781,0.0009661769,0.00188942,0.0002576676,0.0002989568,0.00006757144,0.0005064409,0.0005212858,0.004791896],"category_scores_gemma":[0.003611863,0.0008075534,0.0007007385,0.00114928,0.000962423,0.000194498,0.0003146038,0.00101161,0.003366232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001799014,"about_ca_system_score_gemma":0.0005437391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003405375,"about_ca_topic_score_gemma":0.00001637647,"domain_scores_codex":[0.9940001,0.0002973494,0.001329681,0.001427077,0.0015908,0.001354996],"domain_scores_gemma":[0.9952627,0.0003852437,0.0004122074,0.00106053,0.0004558453,0.002423471],"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":[0.003352329,0.001006367,0.06176578,0.006686575,0.001432779,0.01028834,0.01466345,0.0000176126,0.01249294,0.0005617448,0.7887337,0.09899838],"study_design_scores_gemma":[0.01285339,0.008445655,0.2311058,0.003801113,0.007648,0.0005317742,0.0161567,0.006128323,0.005449017,0.0001821132,0.7052089,0.002489235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6991784,0.1446148,0.000493058,0.1157391,0.004121253,0.002276137,0.0004800656,0.0007753627,0.03232183],"genre_scores_gemma":[0.9675585,0.005891692,0.0002832412,0.01785535,0.003967096,0.00001553499,0.0002288382,0.0001508245,0.004048892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2683801,"threshold_uncertainty_score":0.9994375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02776757173951395,"score_gpt":0.2582437569713935,"score_spread":0.2304761852318796,"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."}}