{"id":"W2155895799","doi":"10.3171/jns.2007.106.5.929","title":"Use of fenestrated aneurysm clips in microvascular decompression surgery","year":2007,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Trigeminal Neuralgia and Treatments","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre; Manitoba Health","funders":"","keywords":"Medicine; CLIPS; Aneurysm; Surgery; Decompression; Microvascular decompression","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":[0.0008898239,0.0001668686,0.0002278579,0.0008564779,0.0003109281,0.0003541496,0.000226494,0.0002836994,0.0008738946],"category_scores_gemma":[0.005483709,0.00008973545,0.0002563909,0.0005518287,0.0004282691,0.0004165819,0.000228374,0.0002324711,0.000134979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002231783,"about_ca_system_score_gemma":0.000436722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001263878,"about_ca_topic_score_gemma":0.00274084,"domain_scores_codex":[0.9994784,0.0001669042,0.0001100173,0.00005355263,0.0001315238,0.00005968259],"domain_scores_gemma":[0.9971505,0.001447825,0.0009313282,0.0001451353,0.0001983802,0.0001267957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009778425,0.00009579664,0.6739481,0.0006552346,0.0001841854,0.02440127,0.0004027635,0.0004876133,0.005045061,0.000186677,0.0006055388,0.2930099],"study_design_scores_gemma":[0.00007823875,0.002882901,0.6791178,0.0007298592,0.0004682423,0.2921749,0.001314742,0.0009164151,0.01290806,0.0002753499,0.009075085,0.00005848077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972099,0.02432276,0.001345797,0.0001417565,0.00005867873,0.00002484481,0.00007279587,0.00002010759,0.001914272],"genre_scores_gemma":[0.9933761,0.004825038,0.00150897,0.00006143437,0.00005978732,0.00000615484,0.00004832747,0.000003502199,0.0001106228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001263878,"threshold_uncertainty_score":0.004705906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07319648957330689,"score_gpt":0.3062044919522833,"score_spread":0.2330080023789764,"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."}}