{"id":"W3150359403","doi":"10.5114/pjp.2016.59836","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003516407,0.001125851,0.001216879,0.002821698,0.001602414,0.004335177,0.001616115,0.003774556,0.3106983],"category_scores_gemma":[0.0455668,0.0004951811,0.001237017,0.0008567856,0.001464173,0.00524136,0.003082279,0.00610908,0.1961261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001893904,"about_ca_system_score_gemma":0.001651744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001658172,"about_ca_topic_score_gemma":0.002544258,"domain_scores_codex":[0.9965956,0.0008827573,0.0003374208,0.0003129269,0.001581718,0.0002895415],"domain_scores_gemma":[0.9817818,0.004133705,0.00150513,0.0008262137,0.00938353,0.002369655],"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":[0.00003461356,0.00001306659,0.000142249,0.0002108195,0.000005165603,0.000144354,0.00004407906,0.00001172446,0.00009103417,0.000477635,0.9679844,0.03084074],"study_design_scores_gemma":[0.00002631452,0.00004357581,0.0004487371,0.001012295,0.00001564974,0.001566959,0.0003136582,0.00006584384,0.0002393057,0.00324431,0.9929883,0.0000351068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002297085,0.0562116,0.0135824,0.502583,0.1787275,0.001773485,0.009329487,0.007027164,0.2284684],"genre_scores_gemma":[0.03068511,0.05969829,0.01889651,0.322049,0.07265942,0.001714597,0.01120485,0.002168066,0.4809242],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3106983,"threshold_uncertainty_score":0.9832052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892770147854173,"score_gpt":0.3460784975617893,"score_spread":0.3071507960832475,"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."}}