{"id":"W4381988974","doi":"10.7759/cureus.40941","title":"Non-surgical Restoration of L3/L4 Disc Herniation","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Chiropractic Association","funders":"","keywords":"Medicine; Asymptomatic; Disc herniation; Surgery; Conservative management; Disc protrusion; Chiropractic; Low back pain; Lumbar disc herniation; Nerve root; Conservative treatment; Spinal canal stenosis; Spinal manipulation; Radicular pain; Intervertebral disc; Spinal canal; Lumbar; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008690634,0.00004993311,0.0001325137,0.00004587313,0.00001552614,0.00000260856,0.00003637728,0.0000650487,0.0002455562],"category_scores_gemma":[0.0000596832,0.00003929976,0.00005849826,0.0001583445,0.00002556081,0.0000608512,0.00002146994,0.00005798696,0.0003656941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002092115,"about_ca_system_score_gemma":0.00002109276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002957642,"about_ca_topic_score_gemma":0.00001540803,"domain_scores_codex":[0.9995357,0.0000130743,0.0001546171,0.0001015615,0.000104189,0.00009083455],"domain_scores_gemma":[0.9997228,0.000004092503,0.00004411491,0.0001471794,0.00004628538,0.00003556977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003704541,0.0009351493,0.1690917,0.0005179303,0.0002392954,0.0008900638,0.003313823,0.00009091473,0.4586203,0.01241538,0.3311765,0.02233847],"study_design_scores_gemma":[0.001494245,0.001008189,0.9717863,0.00008953024,0.000056732,0.00005136451,0.0002298034,0.003464574,0.0114211,0.0004399281,0.009855724,0.0001025215],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844843,0.000109567,0.00014967,0.001083229,0.0002289273,0.000109219,0.000004620598,0.00005396065,0.01377656],"genre_scores_gemma":[0.9968832,0.00005227863,0.00007421965,0.00008290912,0.0001734899,0.00000996311,0.000099033,0.000007815349,0.002617088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8026946,"threshold_uncertainty_score":0.470038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03354514594223888,"score_gpt":0.3418268453697288,"score_spread":0.30828169942749,"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."}}