{"id":"W1979522459","doi":"10.1213/01.ane.0000078583.47735.69","title":"Can Quantitative Sensory Testing Predict the Outcome of Epidural Steroid Injections in Sciatica? A Preliminary Study","year":2003,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sciatica; Medicine; Sensory system; Outcome (game theory); Anesthesia; Surgery; Neuroscience; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000611546,0.0001907094,0.000488879,0.0002395049,0.00009065479,0.000009835847,0.0001311509,0.00007271844,0.00004149224],"category_scores_gemma":[0.0008519961,0.000130445,0.0001180033,0.0006371153,0.0001670593,0.00007493752,0.00002004211,0.0002863343,0.00001502016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005472847,"about_ca_system_score_gemma":0.00009838594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007911802,"about_ca_topic_score_gemma":0.0003823128,"domain_scores_codex":[0.9981203,0.0004566517,0.0006140368,0.0002846544,0.00023044,0.000293897],"domain_scores_gemma":[0.9990827,0.0001472893,0.000182831,0.0003808259,0.000133402,0.00007292418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005951518,0.0006435966,0.9937842,0.00004202344,0.00006757327,0.0005617912,0.002354211,0.00001974943,0.0007235888,0.001390791,0.0001448086,0.0002080762],"study_design_scores_gemma":[0.0009525851,0.004428546,0.9826582,0.00009666197,0.0001799533,0.0009392656,0.009652729,0.0004992834,0.0002838909,0.0001750845,0.0000164477,0.0001173196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960499,0.0001947906,0.00002731702,0.001709323,0.00002773359,0.000713625,0.000002290587,0.00003560779,0.001239419],"genre_scores_gemma":[0.9979722,0.000003123812,0.0009266029,0.0006608506,0.0000208028,0.00005514502,0.000004106833,0.00002241636,0.0003347492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01112604,"threshold_uncertainty_score":0.5319392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07908003872940818,"score_gpt":0.3397674040906719,"score_spread":0.2606873653612637,"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."}}