{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004397126,0.0001407215,0.0003203399,0.0001531209,0.00027009,0.000008970744,0.0001385697,0.00004395097,0.001120307],"category_scores_gemma":[0.000150066,0.0001344993,0.0001270953,0.000156959,0.00004852685,0.0000301121,0.0001526103,0.0002563714,0.00004340961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003721194,"about_ca_system_score_gemma":0.0001895302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001794654,"about_ca_topic_score_gemma":3.975455e-7,"domain_scores_codex":[0.9986691,0.0001340422,0.0003216936,0.0002993009,0.0002527401,0.0003230901],"domain_scores_gemma":[0.9991453,0.0002508871,0.0001527079,0.0002508081,0.00008028628,0.000120028],"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":[0.002708137,0.003499065,0.007336571,0.0005515449,0.0003967019,0.0004308042,0.00464138,0.00003762641,0.02587386,0.01729705,0.654722,0.2825052],"study_design_scores_gemma":[0.002651447,0.002542306,0.0005432994,0.00001515269,0.0001182199,0.0001183665,0.0007619589,0.0005744115,0.0003254103,0.0003925762,0.9918151,0.0001416738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750361,0.002738229,0.003649326,0.003353321,0.005251442,0.00175633,0.00009235254,0.0001756321,0.007947196],"genre_scores_gemma":[0.9843259,0.0000360155,0.008965172,0.0003528537,0.0006182418,0.001329011,0.0005839478,0.00006303185,0.003725863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3370932,"threshold_uncertainty_score":0.9997928,"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."}}