{"id":"W4285172014","doi":"10.5114/ko.2022.114995","title":"Rare and aggressive tumor in an unexpected patient","year":2022,"lang":"en","type":"article","venue":"Klinika Oczna","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00008744522,0.000129679,0.0002885971,0.0001444679,0.0001396367,0.000007990223,0.00005367486,0.00001645961,0.0003551231],"category_scores_gemma":[0.0002678416,0.0001228467,0.00003230189,0.0002893571,0.0000710833,0.00004570789,0.0001927757,0.0002566625,0.00001162865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009593191,"about_ca_system_score_gemma":0.00005844299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005885259,"about_ca_topic_score_gemma":0.00005146244,"domain_scores_codex":[0.9988844,0.0000892122,0.0002332682,0.0003056022,0.0002654741,0.0002220508],"domain_scores_gemma":[0.9993979,0.00008121409,0.0001167103,0.0002434603,0.0000517613,0.0001089425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00279731,0.001736821,0.8163748,0.0002265362,0.0001589418,0.05267593,0.04679535,0.00004357165,0.006400121,0.0004209817,0.01134117,0.06102845],"study_design_scores_gemma":[0.009227327,0.006127792,0.9087516,0.000287505,0.0001632818,0.005316559,0.04183344,0.0006625788,0.001996288,0.0004797929,0.02439441,0.0007593883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950778,0.002920543,4.673584e-7,0.000472428,0.0001924909,0.0003961769,0.00003019715,0.00008881295,0.0008211245],"genre_scores_gemma":[0.9985521,0.0000155646,0.0002674534,0.0007085337,0.00007939091,0.0001441786,0.00004079937,0.00002461946,0.0001673047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09237681,"threshold_uncertainty_score":0.5009544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170989949735096,"score_gpt":0.2811229458237657,"score_spread":0.2640239508502562,"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."}}