{"id":"W4416085230","doi":"10.1093/neuonc/noaf201.1135","title":"IMG-56. Primary tumor type influences anatomical destination in large metastases to the brain and shows a preference for the posterior fossa","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiosurgery; Melanoma; Primary tumor; Lung; Posterior fossa; Brain metastasis; Lesion; Posterior cranial fossa","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001930395,0.0001768436,0.0002798652,0.0004793249,0.0001578817,0.0003538296,0.0001479257,0.0002539105,0.004695361],"category_scores_gemma":[0.000879561,0.00009836074,0.0001722538,0.0004263944,0.0002718173,0.0001610254,0.0001653126,0.0002199173,0.001228526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198632,"about_ca_system_score_gemma":0.0001247642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366387,"about_ca_topic_score_gemma":0.001906902,"domain_scores_codex":[0.9998628,0.00002093205,0.000009883208,0.00005424667,0.00002350749,0.00002867149],"domain_scores_gemma":[0.9994296,0.00009377182,0.0002541431,0.00004285166,0.00003297702,0.0001466162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00165443,0.00004974124,0.9611259,0.00002835787,0.00006020258,0.0006638645,0.00008713283,0.0002032213,0.02931843,0.00005127803,0.0004359331,0.006321605],"study_design_scores_gemma":[0.000006116672,0.0001232846,0.9978703,0.000003964412,0.00001358912,0.0006798841,0.00006279459,0.0001566971,0.0007624873,0.00005063981,0.0002674055,0.000002702451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987042,0.0001829906,0.00009203529,0.00002586009,0.000005501674,0.000003269054,0.0002825801,0.000006742103,0.0006968206],"genre_scores_gemma":[0.9993718,0.00003577476,0.00005338289,0.0000107606,0.000002601779,0.000003355471,0.0001542658,0.0000070709,0.0003610034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004695361,"threshold_uncertainty_score":0.01570755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03588076848827815,"score_gpt":0.3406059536051007,"score_spread":0.3047251851168225,"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."}}