{"id":"W4236427607","doi":"10.26911/theijmed.v5i4.356","title":"The Effect of Scoliosis Orthosis on the Reduction of Cobb Angle in Scoliosis Patients: A Meta-Analysis","year":2021,"lang":"en","type":"article","venue":"Indonesian Journal of Medicine","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CobB; Scoliosis; Cobb angle; Reduction (mathematics); Meta-analysis; Orthodontics; Medicine; Idiopathic scoliosis; Mathematics; Surgery; Internal medicine; Geometry; Biology","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":[0.002336235,0.0001625294,0.001199925,0.0005478373,0.00005368562,0.00001095844,0.0002548166,0.00005552162,0.0001170887],"category_scores_gemma":[0.001108645,0.00007389452,0.0007904127,0.00252589,0.0002152576,0.0000654623,0.00001701252,0.0003548839,8.714682e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004328233,"about_ca_system_score_gemma":0.00002893964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003709764,"about_ca_topic_score_gemma":0.00001450261,"domain_scores_codex":[0.9973422,0.0005364519,0.001040119,0.0001103918,0.0007970765,0.0001737236],"domain_scores_gemma":[0.9982676,0.0005448176,0.000457473,0.0003291069,0.000301241,0.00009978625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0006991398,0.000903626,0.5184478,0.001337573,0.3438886,0.0003106116,0.005291563,0.05551892,0.0179186,0.0003716106,0.0119464,0.04336558],"study_design_scores_gemma":[0.01287944,0.004140641,0.1736151,0.004027839,0.5217221,0.0001677353,0.005630951,0.01321591,0.2623149,0.0003811496,0.001050882,0.0008533748],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834893,0.008547489,0.0006027144,0.006768717,0.000235645,0.0001131381,0.000003727889,0.000007390383,0.000231862],"genre_scores_gemma":[0.999336,0.0004339771,0.00002851443,0.00006363825,0.0001010131,0.000008097433,0.000001527594,0.00001298724,0.00001421715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3448327,"threshold_uncertainty_score":0.3013331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715421539815019,"score_gpt":0.2527406433848867,"score_spread":0.2355864279867365,"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."}}