{"id":"W4255683127","doi":"10.5114/pjp.2020.95419","title":"Quiz. What is your diagnosis?","year":2020,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002868503,0.001000457,0.001013351,0.002555853,0.001468646,0.003520413,0.001348509,0.003563279,0.2876574],"category_scores_gemma":[0.03677904,0.0004540938,0.001007999,0.0007839761,0.001303771,0.004622095,0.002861046,0.005777806,0.1843947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730689,"about_ca_system_score_gemma":0.001296943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002042655,"about_ca_topic_score_gemma":0.003422337,"domain_scores_codex":[0.9974009,0.0007604504,0.0002167991,0.0002164367,0.001169738,0.0002358252],"domain_scores_gemma":[0.9854101,0.003733682,0.001182901,0.0005886037,0.00657168,0.002513017],"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":[0.00002549758,0.00001178987,0.0001615589,0.0001168972,0.000003469032,0.0001334785,0.00004102517,0.000008085643,0.00006159114,0.0003161673,0.9760821,0.02303829],"study_design_scores_gemma":[0.00002829369,0.00005245227,0.0007295581,0.0009319437,0.00001376912,0.002032444,0.0004797592,0.00005971254,0.0002084588,0.003327233,0.9921016,0.00003476431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002637501,0.04794066,0.01080334,0.5620266,0.1163206,0.001276402,0.006728995,0.006228695,0.2460373],"genre_scores_gemma":[0.02946442,0.04948407,0.01467515,0.3831048,0.05478491,0.001196749,0.007205679,0.001623707,0.4584605],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2876574,"threshold_uncertainty_score":0.9623097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06221779016933739,"score_gpt":0.3491305798802881,"score_spread":0.2869127897109507,"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."}}