{"id":"W1989568134","doi":"10.5430/jbgc.v5n1p23","title":"Cervical nerve root blocks for chronic cervical radiculopathy - Does it influence surgical decision making?","year":2015,"lang":"en","type":"article","venue":"Journal of Biomedical Graphics and Computing","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical Nerve; Cervical radiculopathy; Magnetic resonance imaging; Nerve root; Dermatome; Surgery; Radiology; Cervical spine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003280448,0.0001067639,0.0002404624,0.0004957341,0.0003421112,0.000709665,0.000234161,0.0003618542,0.002191337],"category_scores_gemma":[0.04215106,0.0001131985,0.0001754059,0.0006738533,0.0005524152,0.0006053466,0.0003017238,0.0004242742,0.0002847646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006348696,"about_ca_system_score_gemma":0.0009537721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002326394,"about_ca_topic_score_gemma":0.007347495,"domain_scores_codex":[0.9970107,0.001532927,0.0003262519,0.0001576436,0.000763404,0.0002090345],"domain_scores_gemma":[0.9545761,0.02919538,0.01261587,0.0006192036,0.001922206,0.001071159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001963139,0.00004070192,0.9769176,0.00006628612,0.00003862798,0.000161599,0.0002773785,0.00008016951,0.0001234312,0.000039539,0.000345425,0.02171288],"study_design_scores_gemma":[0.00002192757,0.0003563294,0.9936227,0.0003283716,0.00008394811,0.00189611,0.001081316,0.000922206,0.0003118444,0.0001693594,0.001190255,0.00001548462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915623,0.004218306,0.0003031742,0.001839271,0.00003217774,0.00001583366,0.0001271856,0.000007537449,0.001894246],"genre_scores_gemma":[0.998853,0.0007174098,0.0001884955,0.00009269542,0.00003873916,0.000005153924,0.00004511879,0.000001984931,0.00005755825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003280448,"threshold_uncertainty_score":0.01734889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862759724717773,"score_gpt":0.3210273288189293,"score_spread":0.3023997315717516,"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."}}