{"id":"W4411533235","doi":"10.1186/s13018-025-06021-6","title":"Reliability and validity of the Finnish version of the AO spine PROST (patient reported outcome spine trauma)","year":2025,"lang":"en","type":"article","venue":"Journal of Orthopaedic Surgery and Research","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"AO Foundation","keywords":"Medicine; SPINE (molecular biology); Orthopedic surgery; Reliability (semiconductor); Orthopedic trauma; Major trauma; Physical therapy; Surgery","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":[0.008668136,0.0005285907,0.0006119235,0.001713337,0.0007299355,0.001173714,0.0005190725,0.0004580775,0.001970234],"category_scores_gemma":[0.03024804,0.0002958465,0.001232503,0.001588685,0.001010833,0.0007396311,0.001231541,0.0005732805,0.0006277963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007219494,"about_ca_system_score_gemma":0.00122113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005857103,"about_ca_topic_score_gemma":0.005650143,"domain_scores_codex":[0.9947373,0.001539305,0.0008656701,0.0005588946,0.002057527,0.0002412827],"domain_scores_gemma":[0.9900206,0.003899376,0.002399369,0.0005239276,0.002827298,0.0003294506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004707416,0.0001764261,0.9498163,0.0002736492,0.0002594538,0.0002064886,0.004411835,0.0004461919,0.0007868123,0.0002430769,0.001277971,0.04163093],"study_design_scores_gemma":[0.00004452185,0.0003380062,0.9951878,0.0001379081,0.0001181981,0.0003871123,0.001381459,0.0005674311,0.0003226816,0.0001843953,0.00129876,0.00003169002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994234,0.0004668623,0.001045801,0.0001805426,0.0001074689,0.0001431399,0.001110258,0.00001876706,0.002693219],"genre_scores_gemma":[0.9946401,0.0003759958,0.002721083,0.00007757448,0.00004944798,0.0002823358,0.001281235,0.00001650107,0.0005557908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008668136,"threshold_uncertainty_score":0.04584205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07984846795227013,"score_gpt":0.3774511759549905,"score_spread":0.2976027080027204,"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."}}