{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002588957,0.0008915624,0.001232464,0.002881907,0.001363671,0.003685609,0.001373058,0.002908321,0.44587],"category_scores_gemma":[0.03010017,0.0004792568,0.001099229,0.001035542,0.0009615243,0.003656372,0.002325293,0.003884847,0.2682669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001936506,"about_ca_system_score_gemma":0.00145733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003068355,"about_ca_topic_score_gemma":0.005044543,"domain_scores_codex":[0.9983065,0.0004121754,0.0001589841,0.0001255715,0.0008203,0.0001764301],"domain_scores_gemma":[0.9861924,0.004036767,0.001051327,0.0006783787,0.006459864,0.001581179],"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":[0.00004735923,0.00001363839,0.0001653686,0.0002297183,0.000004220668,0.0001471277,0.00003948527,0.00001738667,0.0001095545,0.0003588265,0.9640098,0.03485751],"study_design_scores_gemma":[0.00003304949,0.00003071958,0.0008048757,0.000858065,0.00001344656,0.001329409,0.0002648743,0.0001283501,0.0003708745,0.002823378,0.9933082,0.00003471745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004780767,0.04116958,0.02267437,0.2860247,0.09208179,0.003345976,0.02875886,0.01812351,0.5030404],"genre_scores_gemma":[0.04220626,0.04501904,0.02978707,0.1363232,0.02811233,0.003266664,0.0214226,0.006626555,0.6872363],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.44587,"threshold_uncertainty_score":0.7903991,"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."}}