{"id":"W2044314300","doi":"10.1186/1748-7161-4-s2-o38","title":"Prediction of curve progression for AIS patients treated with a TLSO Brace","year":2009,"lang":"en","type":"article","venue":"Scoliosis","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta","funders":"","keywords":"Brace; Medicine; Orthopedic surgery; Idiopathic scoliosis; Orthodontics; Surgery; Scoliosis; Structural engineering; Engineering","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":[0.000916957,0.0006369414,0.000590049,0.001258838,0.0003114945,0.0006428871,0.0004580129,0.0004240812,0.001309986],"category_scores_gemma":[0.003498297,0.0001849751,0.0007829846,0.0004020318,0.0001305909,0.0002725976,0.0004791209,0.0007459522,0.0004348632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002923735,"about_ca_system_score_gemma":0.0007019075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01040601,"about_ca_topic_score_gemma":0.007548091,"domain_scores_codex":[0.9997274,0.00008879217,0.00002848663,0.00005418757,0.00006349758,0.00003753929],"domain_scores_gemma":[0.9988361,0.0005255492,0.0002395644,0.00005965721,0.0002133792,0.0001258123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002989063,0.000188895,0.9529016,0.00001996889,0.000082295,0.0001201868,0.00008540531,0.02311645,0.0004916935,0.00008084277,0.0003266669,0.02228707],"study_design_scores_gemma":[0.00005197575,0.0008398271,0.4366967,0.00004281721,0.0001291159,0.0005857861,0.0003033159,0.559404,0.0006370359,0.0003313017,0.0009509281,0.0000272589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909946,0.0001630508,0.007501429,0.0001128053,0.00001093317,0.0000465956,0.0003886516,0.0001240421,0.0006578774],"genre_scores_gemma":[0.9968797,0.00005947135,0.002111387,0.00001034912,0.000007165932,0.00001989872,0.0005854685,0.00001007563,0.0003164402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040601,"threshold_uncertainty_score":0.02069092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015276994265094,"score_gpt":0.2765522530662932,"score_spread":0.2612752588011992,"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."}}