{"id":"W4240985897","doi":"10.5114/pjp.2015.51397","title":"Quiz<br>What is your diagnosis?","year":2015,"lang":"en","type":"article","venue":"Polish Journal of Pathology","topic":"Infectious Diseases and Mycology","field":"Veterinary","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":[],"consensus_categories":[],"category_scores_codex":[0.0005968805,0.0001892351,0.0004886637,0.0002667863,0.00007304065,0.0000737172,0.0003106582,0.0002277808,0.0007712395],"category_scores_gemma":[0.0003480505,0.0001654856,0.0002666441,0.0001315256,0.000134785,0.0005283408,0.0001300772,0.0003361923,0.0003534741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266044,"about_ca_system_score_gemma":0.0002125907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003992284,"about_ca_topic_score_gemma":0.00001328325,"domain_scores_codex":[0.9982274,0.0003230703,0.0005527402,0.0001951961,0.0002285576,0.0004729938],"domain_scores_gemma":[0.9982811,0.0001149957,0.0004829184,0.0002561461,0.0004749229,0.000389972],"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":[0.002512231,0.002604695,0.180963,0.0001085259,0.0006112395,0.06770354,0.0144423,0.0000576933,0.008221879,0.007935096,0.683005,0.03183476],"study_design_scores_gemma":[0.008735875,0.01789761,0.1414658,0.0002190128,0.0008007161,0.1927182,0.0053403,0.00005005312,0.001078644,0.03100296,0.599559,0.001131822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834561,0.006445217,0.00009707755,0.002244147,0.003860888,0.000100531,0.00003245551,0.00003093736,0.003732606],"genre_scores_gemma":[0.9922187,0.001440423,0.0002579578,0.004382384,0.001496601,0.0000134483,0.000004214824,0.00003282367,0.000153387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1250147,"threshold_uncertainty_score":0.8444531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08273404982178498,"score_gpt":0.3647943099896283,"score_spread":0.2820602601678434,"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."}}