{"id":"W4403518724","doi":"10.1093/neuonc/noae144.401","title":"P20.14.A METASTATIC EPITHELIOD SOLITARY FIBROUS TUMOR","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Solitary fibrous tumor; Metastatic tumor; Medicine; Metastasis; Internal medicine; Biology; Cancer; Cell biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002888533,0.0003006423,0.0007652163,0.0002879695,0.0001018781,0.00002146651,0.0001334038,0.00007042017,0.0006766249],"category_scores_gemma":[0.0009089964,0.000251005,0.000207086,0.0004377402,0.000274073,0.00008906085,0.0001674292,0.0005976494,0.002201388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002554753,"about_ca_system_score_gemma":0.0004627456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005324013,"about_ca_topic_score_gemma":0.00002485903,"domain_scores_codex":[0.9978613,0.0002032675,0.000454346,0.0006005613,0.0003123953,0.0005680773],"domain_scores_gemma":[0.9977669,0.0014136,0.00006408744,0.000427746,0.00009673455,0.0002308937],"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":[0.0009728805,0.0008095497,0.001638729,0.001886249,0.001106879,0.2046225,0.004958234,0.00001630496,0.2873105,0.002858389,0.3982272,0.09559254],"study_design_scores_gemma":[0.001789301,0.003940373,0.00131427,0.000148648,0.0008745653,0.02098653,0.0007240596,0.0004581569,0.00785467,0.001260077,0.9603394,0.000309941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8650926,0.02699246,0.0002019517,0.04106122,0.007054167,0.001912805,0.0001288883,0.00200934,0.05554656],"genre_scores_gemma":[0.9854752,0.0003211621,0.002681286,0.008630655,0.00109239,0.0001858587,0.00002714175,0.0001354617,0.001450884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5621122,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246371963430006,"score_gpt":0.3371371572253419,"score_spread":0.3046734375910419,"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."}}