{"id":"W4393785171","doi":"10.5281/zenodo.10338275","title":"OKI Plaque","year":2019,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","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":[0.0004393166,0.0002625035,0.0003987479,0.0003492531,0.0008770255,0.0004079035,0.0007880547,0.0002118389,0.03765976],"category_scores_gemma":[0.0004107665,0.0002511849,0.0002038306,0.0003803895,0.0001166376,0.00009282235,0.001144678,0.0007203368,0.06431635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001587792,"about_ca_system_score_gemma":0.00001161783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003905407,"about_ca_topic_score_gemma":3.717876e-7,"domain_scores_codex":[0.9979218,0.0001967313,0.0002975757,0.0005618766,0.0005864212,0.0004355554],"domain_scores_gemma":[0.9980413,0.0000159513,0.0001383661,0.001123054,0.0004126999,0.000268678],"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":[0.00006239457,0.0001433843,9.725559e-7,0.0003804766,0.0001189929,0.0001486678,0.00003994902,0.000002547622,0.0001708146,0.00007707468,0.9936035,0.005251269],"study_design_scores_gemma":[0.0008815652,0.0003822081,0.0001697113,0.0001954478,0.0001217997,0.0007970457,0.00004462122,0.00001810714,0.00003544351,0.00001396211,0.9970868,0.0002532564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002674384,0.0002755011,0.00007328716,0.0008745327,0.0002282662,0.0007794955,0.9817577,0.0003947589,0.01534903],"genre_scores_gemma":[0.0008589987,0.0004290708,0.00004977425,0.0004614762,0.0004651262,2.616274e-8,0.9940165,0.001602289,0.002116686],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0266566,"threshold_uncertainty_score":0.999994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03867479823780433,"score_gpt":0.2657088501861194,"score_spread":0.2270340519483151,"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."}}