{"id":"W4236759188","doi":"10.5114/pjp.2018.75637","title":"Quiz<br>What is your diagnosis?","year":2018,"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":[0.002131344,0.0007932361,0.001028061,0.002765215,0.001372296,0.003190074,0.001233027,0.003236577,0.2608986],"category_scores_gemma":[0.02164504,0.0004209149,0.0009849975,0.000968207,0.001012828,0.003618847,0.002050797,0.003854468,0.1566871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001722341,"about_ca_system_score_gemma":0.00123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003298742,"about_ca_topic_score_gemma":0.004110899,"domain_scores_codex":[0.9985144,0.0003532027,0.0001515674,0.0001166551,0.0006906731,0.0001735797],"domain_scores_gemma":[0.9911107,0.00262093,0.0008141064,0.00043575,0.003730019,0.001288647],"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":[0.00006753697,0.00001744446,0.0005853593,0.0002526561,0.000006522891,0.0007248477,0.00007082453,0.00002958959,0.0002150648,0.0005567719,0.9551877,0.04228565],"study_design_scores_gemma":[0.00003768905,0.00004536172,0.001796023,0.001275033,0.0000213235,0.006734107,0.0005194728,0.0002098591,0.0006403975,0.00448092,0.9841869,0.00005286765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007809336,0.04508919,0.02492273,0.4404618,0.08282521,0.002343172,0.01662573,0.01090181,0.3690211],"genre_scores_gemma":[0.07946698,0.06505706,0.03270589,0.2234454,0.04702298,0.002026715,0.01672167,0.005610789,0.5279424],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2608986,"threshold_uncertainty_score":0.8727926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03919313306574804,"score_gpt":0.3543641681320026,"score_spread":0.3151710350662545,"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."}}