{"id":"W4389720641","doi":"10.7759/cureus.50533","title":"The Subjective and Objective Improvement Using Chiropractic Biophysics® Protocols","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Chiropractic Association; York University","funders":"","keywords":"Medicine; Chiropractic; Low back pain; Back pain; Spinal manipulation; Lumbosacral joint; Failed back surgery; Physical therapy; Spinal fusion; Surgery; Alternative medicine; Pathology","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":[0.0007076744,0.0004854642,0.0003109151,0.0005941412,0.0003170575,0.0002179574,0.000381216,0.0004885598,0.003442296],"category_scores_gemma":[0.001107696,0.0001174115,0.0002458348,0.0002767261,0.0003415186,0.0002836266,0.0004864474,0.0007393672,0.0005083401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002279855,"about_ca_system_score_gemma":0.0004053726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000606887,"about_ca_topic_score_gemma":0.001901418,"domain_scores_codex":[0.999477,0.0001267169,0.00006329403,0.00006906568,0.0002291863,0.00003482136],"domain_scores_gemma":[0.9997038,0.00005833367,0.00006019261,0.00003544519,0.00009308075,0.00004906138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003112697,0.01306689,0.02462084,0.001964739,0.0001595984,0.002573326,0.001278554,0.0007534469,0.2675428,0.001143527,0.006686138,0.6770975],"study_design_scores_gemma":[0.002545788,0.09186143,0.7148117,0.001104677,0.0006323366,0.02417831,0.001629885,0.003679619,0.1016281,0.001843647,0.05575538,0.0003291095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9182054,0.01056143,0.02642455,0.002086946,0.0005684248,0.004519484,0.0006080127,0.0002933038,0.03673243],"genre_scores_gemma":[0.925127,0.006988964,0.0358393,0.001201221,0.0003489921,0.00357846,0.0006395632,0.00004489841,0.02623163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003442296,"threshold_uncertainty_score":0.01151562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0632268372197736,"score_gpt":0.380928764270395,"score_spread":0.3177019270506214,"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."}}