{"id":"W4393061535","doi":"10.21037/apm-23-593","title":"Reirradiation of metastases of the central nervous system: part 1—brain metastasis","year":2024,"lang":"en","type":"review","venue":"Annals of Palliative Medicine","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Radiation therapy; Brain metastasis; Asymptomatic; Surgery; Metastasis; Cancer; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.001538302,0.0006598124,0.004893685,0.0004377249,0.00004302131,0.000004437147,0.0003268657,0.0001933087,0.0001979264],"category_scores_gemma":[0.001123425,0.0003165009,0.001699588,0.001269813,0.0005692829,0.00004183494,0.0001144532,0.00038693,0.00001055044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045297,"about_ca_system_score_gemma":0.0005307948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003158118,"about_ca_topic_score_gemma":0.00002419573,"domain_scores_codex":[0.9948817,0.00085878,0.002249092,0.0005213624,0.001069459,0.0004196226],"domain_scores_gemma":[0.9951506,0.0008765204,0.002285434,0.0009733343,0.000506159,0.0002079895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001488712,0.0006309225,0.0001719899,0.2481529,0.01761149,0.0001488468,0.0009170412,0.000006199788,0.00001443149,0.0127984,0.06541768,0.6539812],"study_design_scores_gemma":[0.0009745117,0.001594489,0.0006559367,0.1220931,0.03235192,0.00003768771,0.0005733786,0.00001135116,0.0003335033,0.0001276863,0.8409972,0.0002492429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001007874,0.9914333,0.00005569212,0.002790671,0.0006649576,0.001888561,0.002473619,0.00002616591,0.0005662508],"genre_scores_gemma":[0.004033258,0.9939072,0.0002199663,0.0001857848,0.0003962002,0.00009852088,0.0005871151,0.00007503742,0.0004968958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7755796,"threshold_uncertainty_score":0.9999287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.230282309681145,"score_gpt":0.4407954426772685,"score_spread":0.2105131329961235,"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."}}