{"id":"W2940735429","doi":"10.1055/s-0039-1685","title":"Minimally Invasive Craniocervical Decompression for Chiari 1 Malformation: An Operative Technique","year":2019,"lang":"en","type":"article","venue":"Journal of Neurological Surgery Part A Central European Neurosurgery","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Foramen magnum; Decompression; Surgery; Chiari malformation; Retractor; Occipital bone; Syringomyelia; Magnetic resonance imaging; Skull; Radiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001320149,0.0003537995,0.0009301727,0.0003847666,0.0001686631,0.0001024611,0.0002617947,0.0001411169,0.0004226585],"category_scores_gemma":[0.00112524,0.0002534513,0.0007911821,0.0003481813,0.0001124362,0.0009226219,0.00009612716,0.0006826681,0.00005478412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002778733,"about_ca_system_score_gemma":0.0002422661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.191206e-7,"about_ca_topic_score_gemma":3.005226e-7,"domain_scores_codex":[0.9961758,0.0006891307,0.001582061,0.0003802556,0.0005235808,0.0006491746],"domain_scores_gemma":[0.996563,0.00116705,0.0008151983,0.0003569863,0.0004435996,0.0006542171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02525099,0.005708789,0.6336263,0.001089114,0.0003600686,0.006695156,0.0005277822,0.001489642,0.2282507,0.0006126115,0.07834394,0.01804492],"study_design_scores_gemma":[0.001651058,0.005241348,0.9069641,0.0003572617,0.0001659358,0.004774672,0.00004231634,0.0007988396,0.004546027,0.00006757826,0.07492408,0.0004668157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939457,0.00006668413,0.0005031346,0.001834785,0.001599586,0.0009031918,0.00003091155,0.00008149497,0.001034467],"genre_scores_gemma":[0.9911182,0.000331785,0.0008482421,0.006746549,0.0007230311,0.00001942995,0.00006480403,0.00005788822,0.0000900985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2733378,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278892267831255,"score_gpt":0.2788877864093346,"score_spread":0.246098863731022,"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."}}