{"id":"W2510016573","doi":"10.1227/neu.0000000000001379","title":"Beyond the Cyst","year":2016,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurosurgery; Fibrin glue; Surgery; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006262736,0.0005645222,0.0005214372,0.001648321,0.001318548,0.001623204,0.0006696507,0.002235258,0.007831924],"category_scores_gemma":[0.003672732,0.0001680216,0.0002953162,0.0005150244,0.002460123,0.003622367,0.001686414,0.004627814,0.004402006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050195,"about_ca_system_score_gemma":0.001170464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001365412,"about_ca_topic_score_gemma":0.001725924,"domain_scores_codex":[0.9996131,0.00008153041,0.00003289678,0.0001334489,0.00008597894,0.0000530086],"domain_scores_gemma":[0.9992796,0.0002608846,0.00008568313,0.00003300076,0.000159586,0.0001813127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00007888732,0.00002548208,0.001274295,0.0006637295,0.00001454509,0.006872022,0.0006522269,0.0001060665,0.0005128048,0.05127925,0.7226872,0.2158334],"study_design_scores_gemma":[0.000006969321,0.00002636905,0.0004364381,0.0004738597,0.000006470252,0.03232529,0.0002123377,0.00005458669,0.0002541236,0.008515501,0.957673,0.00001501512],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005683684,0.5348124,0.003587675,0.2155282,0.1643901,0.00004562867,0.0002085289,0.0002147849,0.07552904],"genre_scores_gemma":[0.110345,0.2800466,0.003106949,0.1905002,0.2285042,0.0001217019,0.0003126496,0.0003543655,0.1867083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007831924,"threshold_uncertainty_score":0.02620041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226888961653665,"score_gpt":0.2676850945736324,"score_spread":0.2454162049570957,"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."}}