{"id":"W2063230965","doi":"10.1227/01.neu.0000119577.21740.89","title":"Stereotactic Surgery at McGill: The Early Years","year":2004,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Neurosurgery; Reprint; General surgery; Library science; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001707069,0.0001160606,0.0002165497,0.00009873264,0.0001657093,0.0000237563,0.00004299718,0.00004105003,0.0000935592],"category_scores_gemma":[0.0001241936,0.00007831134,0.0003005118,0.0002102757,0.00004381678,0.00009910707,0.00004049397,0.0001095973,0.000578213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123437,"about_ca_system_score_gemma":0.00004829027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006280636,"about_ca_topic_score_gemma":0.000006808066,"domain_scores_codex":[0.9990476,0.00003906525,0.0002383113,0.0001753504,0.0002731643,0.0002264592],"domain_scores_gemma":[0.9990802,0.0002901322,0.00007240719,0.0004263629,0.00003317319,0.00009777051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001951906,0.001479883,0.9541575,0.0000983805,0.0004944706,0.002629938,0.000369341,0.0002091522,0.0007045211,0.001052951,0.01899658,0.01961208],"study_design_scores_gemma":[0.0004741389,0.00005199023,0.9559943,0.00004634257,0.0001010933,0.0004091,0.000007507773,0.000003292216,0.001239197,0.0000455048,0.04154006,0.00008746631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953775,0.0001701865,0.000001956447,0.002978677,0.0004059192,0.0002206356,0.000009604395,0.00007430798,0.00076115],"genre_scores_gemma":[0.9968056,0.0002159922,0.00001855893,0.002533815,0.00006384929,0.00005337561,0.00001342487,0.00002508496,0.0002703045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02254348,"threshold_uncertainty_score":0.7431951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03000423868825339,"score_gpt":0.2456259372749387,"score_spread":0.2156216985866853,"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."}}