{"id":"W3132673841","doi":"10.1093/ons/opab041","title":"Safety of Early Mobilization in Patients With Intraoperative Cerebrospinal Fluid Leak in Minimally Invasive Spine Surgery: A Case Series","year":2021,"lang":"en","type":"article","venue":"Operative Neurosurgery","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Medicine; Pseudomeningocele; Surgery; Leak; Cerebrospinal fluid leak; Hematoma; Cerebrospinal fluid; Complication; Lumbar; Postoperative hematoma; Intracranial Hypotension; Retrospective cohort study; Anesthesia","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":[0.0003316545,0.0002795903,0.001097029,0.0002850099,0.00006628835,0.00002325118,0.00004190265,0.0001454802,0.0002358707],"category_scores_gemma":[0.001146903,0.0002256447,0.0001011593,0.001133572,0.0002371028,0.0003885138,0.00006058454,0.0003388701,0.000005895684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409119,"about_ca_system_score_gemma":0.001188854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001005369,"about_ca_topic_score_gemma":0.002156589,"domain_scores_codex":[0.9973304,0.000576934,0.0008840649,0.0005466569,0.000288925,0.0003730593],"domain_scores_gemma":[0.9982447,0.0005740883,0.0001379077,0.0002456595,0.0006403502,0.0001573185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003749319,0.001216827,0.9672721,0.0001013474,0.00003491654,0.01293789,0.0009744388,0.0001056341,0.01272473,0.0001240969,0.00007010221,0.000688594],"study_design_scores_gemma":[0.003224624,0.002167738,0.9678806,0.0005177319,0.00002325156,0.0007536986,0.0004186951,0.00003329859,0.02444991,0.000004136082,0.0002832192,0.0002430796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979106,0.00006490496,0.00001110112,0.000715085,0.0001478373,0.0006046038,0.00005311098,0.00001595654,0.0004768248],"genre_scores_gemma":[0.9986085,0.000134075,0.0001849363,0.0005134037,0.00003861588,0.00005811374,0.0001475255,0.00003411126,0.0002807541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01218419,"threshold_uncertainty_score":0.9201522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605999432679796,"score_gpt":0.2661373231314357,"score_spread":0.2500773288046377,"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."}}