{"id":"W2328880145","doi":"10.5114/pjp.2013.38329","title":"QUIZ<br>WHAT IS YOUR DIAGNOSIS?","year":2013,"lang":"en","type":"article","venue":"Polish Journal of Pathology","topic":"Intellectual Property Rights and Media","field":"Social Sciences","cited_by":1,"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":[0.0008029921,0.0001173652,0.0003127211,0.0001575127,0.0002635832,0.0002072457,0.0004325008,0.0001874514,0.006744795],"category_scores_gemma":[0.0007372059,0.00007669359,0.0001610935,0.0001491674,0.0004432221,0.0009633095,0.00004581684,0.000318728,0.0006661063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007740223,"about_ca_system_score_gemma":0.0002356674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000646293,"about_ca_topic_score_gemma":0.0002337351,"domain_scores_codex":[0.9982925,0.0003192888,0.0004087024,0.0001349082,0.0003603682,0.000484224],"domain_scores_gemma":[0.998556,0.0002066411,0.0002801473,0.000125309,0.0005365023,0.0002953553],"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":[0.00004253106,0.0003712073,0.003182068,0.00001684923,0.00009604471,0.0007268966,0.2212827,0.00000200115,0.003174127,0.01655463,0.6214904,0.1330605],"study_design_scores_gemma":[0.0004813485,0.00040358,0.002351615,0.00008260149,0.00004947482,0.0004069973,0.01219617,0.000007220617,0.001675321,0.01568307,0.9664305,0.0002321244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.909139,0.005514751,0.00009905977,0.03980765,0.004990128,0.0002600926,0.00000492666,0.00002705319,0.0401573],"genre_scores_gemma":[0.9769835,0.009417142,0.0003915081,0.005616269,0.002441711,0.00001174137,7.197344e-7,0.00001677673,0.005120667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3449401,"threshold_uncertainty_score":0.9941632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05310007140331495,"score_gpt":0.3200919034120132,"score_spread":0.2669918320086982,"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."}}