{"id":"W4206256025","doi":"10.1111/cns.13803","title":"Modulation effect of acupuncture treatment on chronic neck and shoulder pain in female patients: Evidence from periaqueductal gray‐based functional connectivity","year":2022,"lang":"en","type":"article","venue":"CNS Neuroscience & Therapeutics","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Periaqueductal gray; Medicine; Acupuncture; Insula; Chronic pain; Neck pain; Physical therapy; Internal medicine; Neuroscience; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003998681,0.0003555233,0.0004672091,0.000163508,0.0002816157,0.00002047511,0.00009975261,0.00004679137,0.00005359883],"category_scores_gemma":[0.0002908253,0.0001769647,0.000115495,0.0004166907,0.0002877587,0.0001147783,0.00008405562,0.0002439692,6.608921e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008173911,"about_ca_system_score_gemma":0.000198489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006476652,"about_ca_topic_score_gemma":0.0000335895,"domain_scores_codex":[0.9976622,0.0005404229,0.0002114019,0.000558143,0.000732945,0.0002949248],"domain_scores_gemma":[0.9983667,0.001076055,0.0001045381,0.0003169178,0.00005858044,0.00007719213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002124853,0.001134993,0.8417508,0.00008014408,0.0000564486,0.00003214895,0.0007589334,0.005865805,0.1175741,0.000007411037,0.00003089172,0.03058354],"study_design_scores_gemma":[0.003461372,0.02559576,0.9333022,0.00009619466,0.0001675706,0.000004785409,0.0000761292,0.02240058,0.01415591,0.00002393586,0.0005526386,0.0001629457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996712,0.0006117909,0.0002389858,0.0008038142,0.0002249126,0.001314507,0.00005085129,0.00003015949,0.00001299466],"genre_scores_gemma":[0.9988681,0.0001330388,0.00003955292,0.0005781942,0.00004793987,0.0002300714,0.00004149697,0.00001775875,0.00004381714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1034181,"threshold_uncertainty_score":0.7216411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05986264968499452,"score_gpt":0.3342125688538867,"score_spread":0.2743499191688922,"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."}}