{"id":"W4238620867","doi":"10.5114/pjp.2016.63953","title":"Quiz - 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","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":[0.003344221,0.001255792,0.001256969,0.00251836,0.002108948,0.004224021,0.001507241,0.004644312,0.09093693],"category_scores_gemma":[0.03079379,0.0005089796,0.001513005,0.0009179796,0.002453315,0.007070136,0.002797494,0.007983862,0.04206158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002437928,"about_ca_system_score_gemma":0.001375868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504118,"about_ca_topic_score_gemma":0.002660773,"domain_scores_codex":[0.9965616,0.001027321,0.000288577,0.0002797373,0.00151001,0.0003327312],"domain_scores_gemma":[0.9869453,0.004084239,0.001284946,0.0004917475,0.005162193,0.00203165],"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":[0.00008740248,0.00004249371,0.0006406604,0.000718776,0.00002598567,0.00102073,0.0001565471,0.00003294525,0.0003067143,0.001498784,0.9400046,0.05546433],"study_design_scores_gemma":[0.0000504549,0.0001151579,0.001107159,0.002751091,0.00006719014,0.01071524,0.001176243,0.0001434397,0.0006907547,0.01201664,0.9710768,0.00008991531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003669114,0.141312,0.01227248,0.6137885,0.1469619,0.000730345,0.002403081,0.002744678,0.07611794],"genre_scores_gemma":[0.06104228,0.1663872,0.01767408,0.5144395,0.07640356,0.0007415843,0.004380956,0.00114175,0.1577891],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09093693,"threshold_uncertainty_score":0.3042144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03906661442796308,"score_gpt":0.3459373130214638,"score_spread":0.3068706985935007,"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."}}