{"id":"W1969713915","doi":"10.1016/s0360-3016(00)01568-6","title":"Stereotactic radiosurgery in the management of angiographically occult vascular malformations","year":2001,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Radiosurgery; Occult; Cavernous malformations; Vascular malformation; Radiology; Magnetic resonance imaging; Bleed; Arteriovenous malformation; Intracranial Arteriovenous Malformations; Intracerebral hemorrhage; Nuclear medicine; Surgery; Cerebral angiography; Subarachnoid hemorrhage; Radiation therapy; Angiography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002771441,0.000319622,0.0003297287,0.001128255,0.0004747837,0.0003159841,0.0004292725,0.0005513369,0.00106342],"category_scores_gemma":[0.000916597,0.0001711417,0.0004102495,0.0007654261,0.0005100046,0.0003337195,0.0001800707,0.0008707113,0.0002881715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004227218,"about_ca_system_score_gemma":0.0008376318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003407799,"about_ca_topic_score_gemma":0.007325309,"domain_scores_codex":[0.9998549,0.00003297919,0.0000121651,0.00001521249,0.00005161055,0.00003314843],"domain_scores_gemma":[0.9997675,0.00009552082,0.00006109409,0.00002226417,0.00001567619,0.00003782202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009042552,0.001128365,0.06176017,0.0009101543,0.0003959171,0.05325489,0.0006149151,0.01429278,0.05501373,0.005009371,0.01099802,0.7875792],"study_design_scores_gemma":[0.002574851,0.01833951,0.4613192,0.0003694379,0.001276877,0.378283,0.0006498403,0.02025257,0.05374805,0.007527709,0.05540231,0.0002565663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.902578,0.05858738,0.0131567,0.002935262,0.0005007433,0.00008170169,0.0002036813,0.0003489692,0.02160761],"genre_scores_gemma":[0.9858234,0.0102073,0.002070541,0.00021947,0.0004504399,0.00001878106,0.0000513002,0.00002970648,0.001129061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003407799,"threshold_uncertainty_score":0.006775916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213135566982042,"score_gpt":0.317857791551857,"score_spread":0.2965442348536528,"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."}}