{"id":"W4243095521","doi":"10.5114/pjp.2017.69696","title":"Quiz. What is your diagnosis?","year":2017,"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; Dermatology","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":[0.002455587,0.001137905,0.001094894,0.002294815,0.001546847,0.003507719,0.001471703,0.004000713,0.2398955],"category_scores_gemma":[0.03486331,0.0004438821,0.001065215,0.0007064386,0.001488864,0.005087215,0.002838866,0.006406646,0.1441772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001841737,"about_ca_system_score_gemma":0.001231166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002090538,"about_ca_topic_score_gemma":0.003115932,"domain_scores_codex":[0.9974821,0.0006811808,0.0001972753,0.0002295529,0.001174707,0.0002352383],"domain_scores_gemma":[0.9873207,0.003210203,0.001027241,0.0004817831,0.005977823,0.001982258],"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":[0.00003117615,0.00001160804,0.0001919043,0.0001619279,0.000004933799,0.0002138542,0.00004911764,0.00001214472,0.00007503988,0.0004141437,0.9729573,0.02587696],"study_design_scores_gemma":[0.00002942253,0.00005271385,0.0006990927,0.001168136,0.00002023987,0.003293135,0.0005181759,0.00007986592,0.0002341231,0.004134926,0.9897243,0.00004597739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002278351,0.06105732,0.009977902,0.6061221,0.1328047,0.001037628,0.005177638,0.004421129,0.1771232],"genre_scores_gemma":[0.03196418,0.06132145,0.0123922,0.463246,0.06193389,0.001021347,0.00686088,0.001350418,0.3599097],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2398955,"threshold_uncertainty_score":0.8025303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06145817715315973,"score_gpt":0.3885989398415387,"score_spread":0.327140762688379,"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."}}