{"id":"W3193507495","doi":"10.1016/j.wneu.2021.08.025","title":"Minimally Invasive Contralateral Over-the-Top Approach for Lumbar Calcified Foraminal Lesions: A Technical Note","year":2021,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Lumbar; Radiology; Magnetic resonance imaging; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002279558,0.0002363496,0.0005566719,0.0001568304,0.0001327436,0.00004617433,0.0001426927,0.0001242349,0.0001698969],"category_scores_gemma":[0.000996172,0.0001776048,0.0005117709,0.000400461,0.0001746692,0.00009173605,0.0001140756,0.0003781659,0.00001692181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004226726,"about_ca_system_score_gemma":0.0002459674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007306718,"about_ca_topic_score_gemma":0.0000370348,"domain_scores_codex":[0.9981148,0.0001106721,0.0005248131,0.0005377496,0.0002163164,0.0004955959],"domain_scores_gemma":[0.9989002,0.0001837358,0.0001165394,0.0005053483,0.0001314931,0.0001626521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000691232,0.001162693,0.03539921,0.0003554857,0.00008955136,0.001877915,0.0001010168,0.000006499769,0.8126373,0.002761021,0.1392767,0.005641388],"study_design_scores_gemma":[0.002281949,0.0003735114,0.9481111,0.0001399141,0.0002080342,0.0007026047,0.00003327196,0.0005989971,0.03478949,0.0001664588,0.01227863,0.0003160491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880697,0.0004115783,0.002006192,0.004892025,0.0005689785,0.0008823986,0.00006235475,0.0001270241,0.002979734],"genre_scores_gemma":[0.9749838,0.00004113751,0.003687074,0.01412303,0.0003425847,0.0002375134,0.0001737111,0.00005104747,0.006360087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9127119,"threshold_uncertainty_score":0.7242514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03758711231285679,"score_gpt":0.3086818332060999,"score_spread":0.2710947208932432,"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."}}