{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003180017,0.0005770233,0.0005731682,0.0008149123,0.001160826,0.0009250292,0.001013048,0.002027301,0.002120313],"category_scores_gemma":[0.002367554,0.000327934,0.0007346723,0.0002817374,0.001111846,0.0007981453,0.0008320794,0.001131118,0.0007536828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004721122,"about_ca_system_score_gemma":0.0005696926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002909692,"about_ca_topic_score_gemma":0.0007299285,"domain_scores_codex":[0.9996188,0.00006454318,0.00004341132,0.00004806424,0.00008364138,0.0001416218],"domain_scores_gemma":[0.9986614,0.0003562791,0.0004219773,0.0002481197,0.00007216325,0.0002400027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001466414,0.000117658,0.01500973,0.0001867071,0.00002343805,0.9671301,0.0002136891,0.00009585335,0.003741945,0.0003733252,0.0002647098,0.01269616],"study_design_scores_gemma":[0.000009411775,0.0001350018,0.004179448,0.00001392777,0.000007290057,0.9937969,0.00007515922,0.0001142502,0.0009123858,0.00008564899,0.0006660501,0.000004346148],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767225,0.009286236,0.004831144,0.001554826,0.0003913794,0.0001184343,0.0001111504,0.0002258251,0.006758503],"genre_scores_gemma":[0.99571,0.0008498984,0.001382137,0.000427719,0.0002590358,0.00001744973,0.00005821121,0.000013772,0.001281659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002120313,"threshold_uncertainty_score":0.007093191,"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."}}