{"id":"W4205103855","doi":"10.1227/neu.0000000000001825","title":"Motor Recovery Depends on Timing of Surgery in Patients With Lumbar Disk Herniation","year":2022,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"","keywords":"Medicine; Lumbar; Paresis; Surgery; Laminoplasty; Weakness; Anesthesia; Myelopathy; Spinal cord","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":[0.001998027,0.0002153016,0.000797415,0.0001708071,0.0002187118,0.000469407,0.0002443693,0.0003695926,0.00076915],"category_scores_gemma":[0.008374995,0.0001448241,0.0007232922,0.0003792919,0.0002689358,0.000376092,0.0003410872,0.0006030084,0.0001018432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002514101,"about_ca_system_score_gemma":0.0004023519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005598902,"about_ca_topic_score_gemma":0.001023331,"domain_scores_codex":[0.9990835,0.0003878535,0.0001387927,0.0001439874,0.0001213458,0.0001245764],"domain_scores_gemma":[0.9944267,0.00186456,0.002910753,0.0002020945,0.0001902179,0.0004056188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01281534,0.0004320986,0.9723153,0.0001147761,0.0003475094,0.0000920896,0.00004715621,0.0004323733,0.0006592199,0.00002218043,0.0001232956,0.01259874],"study_design_scores_gemma":[0.0003079778,0.005212525,0.9930224,0.00003657077,0.0001860633,0.0002703054,0.000048463,0.0005434342,0.0002032561,0.00005011998,0.0001095777,0.000009383557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989201,0.000736492,0.0001030546,0.00004222056,0.000008373726,0.00001548111,0.00006613435,0.000001885703,0.0001063029],"genre_scores_gemma":[0.9995748,0.0001570636,0.0001024242,0.00002081044,0.000008050976,0.00001229401,0.0001009507,6.558597e-7,0.00002288546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001998027,"threshold_uncertainty_score":0.01056665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789258463754144,"score_gpt":0.2430793071333712,"score_spread":0.2151867224958298,"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."}}