{"id":"W2013278402","doi":"10.3171/2014.10.jns131919","title":"Marching beyond the sella: Gerard Guiot and his contributions to neurosurgery","year":2014,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Neurosurgery; Medicine; Craniofacial surgery; General surgery; Craniofacial; Surgery; Psychiatry","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":[0.003503349,0.0006359254,0.0007259114,0.001761231,0.003305161,0.00407705,0.0008589812,0.004932047,0.001646199],"category_scores_gemma":[0.007396835,0.0003680077,0.0003100303,0.00083723,0.006945953,0.004648976,0.002056393,0.01222305,0.0009615229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003309452,"about_ca_system_score_gemma":0.004166173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009542272,"about_ca_topic_score_gemma":0.0195457,"domain_scores_codex":[0.9978358,0.0008050863,0.00008769713,0.0002899554,0.000686882,0.0002947014],"domain_scores_gemma":[0.9973013,0.001075092,0.0001187328,0.00005877946,0.0004614491,0.0009846971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000746812,0.00004645472,0.001005882,0.0002265809,0.00003147528,0.003298386,0.00756505,0.0001881235,0.0003150316,0.04716795,0.8536252,0.0864552],"study_design_scores_gemma":[0.0000130917,0.00004573799,0.00065093,0.0006469256,0.00001318157,0.008765684,0.002075273,0.000080891,0.000185114,0.02334705,0.9641197,0.00005631108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003376903,0.3668277,0.0009971996,0.5671768,0.04931378,0.000008153293,0.00001884791,0.00005432619,0.01222629],"genre_scores_gemma":[0.1020914,0.4074347,0.003236118,0.3068517,0.1491714,0.00002683451,0.00003262005,0.0001784689,0.03097679],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009542272,"threshold_uncertainty_score":0.02401191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207771534105607,"score_gpt":0.2696511282457354,"score_spread":0.2575734129046794,"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."}}