{"id":"W4289985827","doi":"10.3390/curroncol29080438","title":"Somatostatin Receptor Theranostics for Refractory Meningiomas","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Refractory (planetary science); Somatostatin receptor; Radionuclide therapy; Internal medicine; Progression-free survival; Somatostatin; Oncology; Meningioma; Surgery; Overall survival","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001633271,0.0001904093,0.0003385199,0.0002078096,0.0002171242,0.0001895321,0.0001064721,0.0001406711,0.0003889181],"category_scores_gemma":[0.0002549432,0.00005353793,0.0003916606,0.000113635,0.0001271197,0.00009360628,0.0001276518,0.0001876435,0.0001500005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002767346,"about_ca_system_score_gemma":0.0002349288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005452764,"about_ca_topic_score_gemma":0.001339641,"domain_scores_codex":[0.9999511,0.00001149056,0.00000622293,0.000006572649,0.00001138641,0.00001311135],"domain_scores_gemma":[0.9999233,0.00001992266,0.00002280399,0.000009970907,0.000005349322,0.00001857981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01477354,0.001345156,0.2187987,0.0008692988,0.0004785705,0.03724987,0.001253837,0.004437421,0.3833254,0.0004554448,0.001244733,0.3357679],"study_design_scores_gemma":[0.00178694,0.05396521,0.6071493,0.0001367143,0.0009037171,0.1113606,0.0006304886,0.006250282,0.1979532,0.0008770686,0.01892415,0.00006232972],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972727,0.001665189,0.0004111069,0.00003293018,0.000006257909,0.00001786358,0.00004187167,0.0000142375,0.0005378379],"genre_scores_gemma":[0.9982224,0.0009718338,0.0003280926,0.00003184813,0.00001851911,0.00001387683,0.0001193702,0.000004319142,0.0002897418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005452764,"threshold_uncertainty_score":0.002007842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1403904923326005,"score_gpt":0.4123199209933422,"score_spread":0.2719294286607417,"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."}}