{"id":"W2522082321","doi":"10.5114/pjp.2016.61632","title":"Quiz<br>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; Medical journal; Family 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":[0.000326571,0.000124742,0.000447961,0.0002231121,0.00004809806,0.00002135453,0.0001519149,0.0001350142,0.00193755],"category_scores_gemma":[0.0003190821,0.00007527913,0.0002381784,0.0001066573,0.0001445683,0.0002774482,0.00004752625,0.000215117,0.000110358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009918914,"about_ca_system_score_gemma":0.0001672851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008403021,"about_ca_topic_score_gemma":0.000008994482,"domain_scores_codex":[0.9987788,0.00007594587,0.0004459269,0.0001452777,0.0002424658,0.000311577],"domain_scores_gemma":[0.9988233,0.0001616027,0.0002535017,0.0002360506,0.0002578025,0.0002677781],"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":[0.0008111535,0.0008830156,0.1978491,0.00008251303,0.0003177082,0.01805678,0.005065044,0.000001059953,0.0895277,0.002218588,0.3714647,0.3137226],"study_design_scores_gemma":[0.009328067,0.002506737,0.3502901,0.001562819,0.0006017122,0.07029262,0.0008616369,0.000002019134,0.01626915,0.005940627,0.5419234,0.0004210294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408347,0.008214654,0.0004718937,0.04598559,0.002006422,0.0001042184,0.0000296423,0.0000174697,0.002335385],"genre_scores_gemma":[0.979423,0.01176281,0.0004304912,0.00544762,0.001721594,0.00000652785,9.936311e-7,0.00002281148,0.001184177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3133016,"threshold_uncertainty_score":0.9989748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03522889259477597,"score_gpt":0.3365090614433398,"score_spread":0.3012801688485638,"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."}}