{"id":"W4205415646","doi":"10.1590/s1808-185120212004248299","title":"SEVERE CERVICAL MYELOPATHY: APPROACHES AND POSTOPERATIVE EVALUATION","year":2021,"lang":"en","type":"article","venue":"Coluna/Columna","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Myelopathy; Orthopedic surgery; Visual analogue scale; Surgery; Retrospective cohort study; Observational study; Spinal cord; Internal medicine","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":[0.0003367792,0.0001970762,0.0002711378,0.0008873724,0.0004501353,0.0003341215,0.0001707319,0.0003410664,0.001929873],"category_scores_gemma":[0.001787955,0.0001109763,0.0002938843,0.000739636,0.0002828548,0.0003540934,0.000285556,0.0002573245,0.0002623809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002599772,"about_ca_system_score_gemma":0.0004222305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461353,"about_ca_topic_score_gemma":0.002721705,"domain_scores_codex":[0.9996589,0.00005571808,0.00007196825,0.00004784089,0.00009594628,0.00006956203],"domain_scores_gemma":[0.998515,0.0001807668,0.0008096729,0.00004268024,0.000240016,0.0002120064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006553822,0.00002723291,0.9974591,0.0000182365,0.000009418526,0.0004519535,0.00003995221,0.00001353015,0.0002041615,0.000005182797,0.00003476694,0.001671063],"study_design_scores_gemma":[0.000004968564,0.0003401538,0.9941359,0.00001785063,0.0000174556,0.004911656,0.0002466526,0.00004618018,0.000119899,0.0000109398,0.0001430311,0.000005318827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985676,0.0005363494,0.00007683053,0.0000178171,0.000004434724,0.00001714638,0.0001553739,0.000002011646,0.0006225036],"genre_scores_gemma":[0.9993857,0.0001780663,0.0001104622,0.00001153922,0.000008410065,0.0000111798,0.000191446,6.709294e-7,0.0001024992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001929873,"threshold_uncertainty_score":0.006456077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05465563250755699,"score_gpt":0.2917983744580841,"score_spread":0.2371427419505271,"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."}}