{"id":"W3151971915","doi":"10.5114/pjp.2017.74114","title":"Quiz&lt;br&gt;What is your diagnosis?","year":2018,"lang":"en","type":"article","venue":"Polish Journal of Pathology","topic":"Lymphadenopathy Diagnosis and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical journal; Dermatology; 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":[0.003486065,0.0009568285,0.001291373,0.00314968,0.001517686,0.004545458,0.001626919,0.003353828,0.4473634],"category_scores_gemma":[0.04038848,0.0005490993,0.001173976,0.001079008,0.001073904,0.004020801,0.002589601,0.004207994,0.2931862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002246735,"about_ca_system_score_gemma":0.001967773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00256504,"about_ca_topic_score_gemma":0.003728408,"domain_scores_codex":[0.9977457,0.0005695515,0.0002331478,0.0001660674,0.001067412,0.0002182119],"domain_scores_gemma":[0.9806553,0.005178679,0.001376104,0.0009935759,0.009515179,0.002281106],"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":[0.00004277935,0.00001115526,0.000137774,0.0002324034,0.000003892684,0.0001481304,0.00003767498,0.00001577746,0.0001113571,0.0004274756,0.9644863,0.03434539],"study_design_scores_gemma":[0.000026081,0.0000247607,0.0005742693,0.0007955448,0.00001127564,0.001130387,0.0002111104,0.0001171235,0.000344041,0.002484522,0.9942507,0.00003029755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003626124,0.03738019,0.02452871,0.3153559,0.1459753,0.003239071,0.02464578,0.01802379,0.4272252],"genre_scores_gemma":[0.0345307,0.04155468,0.02834455,0.1371881,0.04281047,0.003157453,0.01938934,0.007488538,0.6855361],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4473634,"threshold_uncertainty_score":0.788269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783360524318707,"score_gpt":0.3247978618390622,"score_spread":0.2969642565958752,"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."}}