{"id":"W4231893200","doi":"10.5114/dr.2018.81051","title":"VI Konferencja Kontrowersje w Dermatologii Streszczenia","year":2018,"lang":"pl","type":"article","venue":"Dermatology Review","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000330235,0.0007337962,0.002630808,0.0002246162,0.0004189813,0.00004018762,0.0006448522,0.0006391361,0.01087765],"category_scores_gemma":[0.0007112582,0.0006205949,0.0006051611,0.0007347488,0.001215087,0.0001529684,0.0002873045,0.0008721209,0.01286273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325736,"about_ca_system_score_gemma":0.0008222989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000610052,"about_ca_topic_score_gemma":0.0001061058,"domain_scores_codex":[0.9951267,0.0006635184,0.001526296,0.000938194,0.0004369626,0.001308341],"domain_scores_gemma":[0.9964128,0.0003408375,0.000481882,0.001602356,0.0005251643,0.0006369181],"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":[0.0001231438,0.0003700505,0.01881572,0.01372143,0.0006051838,0.002790872,0.0003274051,3.629103e-8,0.0001018972,0.005049057,0.9275837,0.03051152],"study_design_scores_gemma":[0.002091773,0.0002558701,0.003514473,0.01695338,0.002413544,0.0226803,0.0000793567,0.00009463616,0.0006024789,0.0002722076,0.9503522,0.0006898138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004982629,0.8596789,0.000498787,0.06692965,0.003247733,0.002061982,0.0001074273,0.0002826214,0.06221028],"genre_scores_gemma":[0.5420367,0.41815,0.0003472655,0.03634435,0.0008970826,0.0001325773,0.0001240796,0.00008384588,0.001884135],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5370541,"threshold_uncertainty_score":0.9996246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03079847144236184,"score_gpt":0.3438185492432444,"score_spread":0.3130200778008825,"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."}}