{"id":"W3150359403","doi":"10.5114/pjp.2016.59836","title":"Quiz. WHAT IS YOUR DIAGNOSIS?","year":2016,"lang":"en","type":"article","venue":"Polish Journal of Pathology","topic":"Cancer and Skin Lesions","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002290936,0.00008475968,0.0003257572,0.0001618193,0.00003134717,0.00001592587,0.0001022968,0.00009239124,0.001463579],"category_scores_gemma":[0.0002237836,0.00004921513,0.0001688682,0.00007419211,0.00009819705,0.0002541832,0.00003100548,0.0001570943,0.00007262905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006634316,"about_ca_system_score_gemma":0.0001208556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006922101,"about_ca_topic_score_gemma":0.00000456943,"domain_scores_codex":[0.9991341,0.00005064125,0.0003243929,0.000100314,0.0001717104,0.000218883],"domain_scores_gemma":[0.9991446,0.0001129806,0.0001821258,0.0001667282,0.0001984213,0.0001951818],"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":[0.0005778876,0.0006073053,0.2499264,0.00005452883,0.0002061533,0.01594568,0.004303048,5.042776e-7,0.03221536,0.001150655,0.2380211,0.4569913],"study_design_scores_gemma":[0.01005954,0.002637771,0.4653663,0.001865883,0.0005353596,0.08786127,0.001409203,0.000001254848,0.02186564,0.007184122,0.4008423,0.0003713643],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424394,0.006591744,0.0003643496,0.04744741,0.00160659,0.00007028654,0.00001522393,0.00001080065,0.001454231],"genre_scores_gemma":[0.9813399,0.01089399,0.0003250172,0.005353922,0.001249363,0.000003898963,4.819534e-7,0.00001443833,0.0008189553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4566199,"threshold_uncertainty_score":0.9994492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892770147854173,"score_gpt":0.3460784975617893,"score_spread":0.3071507960832475,"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."}}