{"id":"W4233986331","doi":"10.5114/pjp.2013.36546","title":"QUIZ&lt;br&gt;WHAT IS YOUR DIAGNOSIS?","year":2013,"lang":"en","type":"article","venue":"Polish Journal of Pathology","topic":"Polish Historical and Cultural Studies","field":"Social Sciences","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":[0.0004267155,0.0001314478,0.0003777664,0.0000821872,0.0004507967,0.0001550739,0.0004254725,0.0001517954,0.001337047],"category_scores_gemma":[0.0004967093,0.00009592444,0.0002046963,0.0002123145,0.000429158,0.001073726,0.0000735341,0.0002543668,0.0003420012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000182353,"about_ca_system_score_gemma":0.0000766382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001134887,"about_ca_topic_score_gemma":0.0002784036,"domain_scores_codex":[0.9983253,0.0002370889,0.0004124489,0.000141112,0.0003842616,0.0004997883],"domain_scores_gemma":[0.9986711,0.0001270119,0.0003544404,0.00009571833,0.0004631089,0.0002886702],"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":[0.000017064,0.000291407,0.01753739,0.00001312098,0.0001064648,0.0003317125,0.07962707,0.000001200424,0.001052788,0.01361007,0.812125,0.0752867],"study_design_scores_gemma":[0.0003470652,0.0001840738,0.02893821,0.00004245865,0.00005126182,0.0001439494,0.01159804,4.422656e-7,0.0001363671,0.01573423,0.9426105,0.0002134027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8612849,0.03115869,0.00002123252,0.06556433,0.004725024,0.0002077611,0.00001049385,0.00004481216,0.03698272],"genre_scores_gemma":[0.9699061,0.01885686,0.0002335387,0.004624536,0.002555191,0.00002170823,6.341487e-7,0.00001159713,0.003789854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1304855,"threshold_uncertainty_score":0.9995759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04367144595592492,"score_gpt":0.3169594182946718,"score_spread":0.2732879723387469,"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."}}