{"id":"W3139306515","doi":"10.1302/1863-2548.15.200165","title":"Clinical outcomes in pediatric tibial lengthening and deformity correction: A comparison of the Taylor Spatial Frame with the Orthex Hexapod System","year":2021,"lang":"en","type":"article","venue":"Journal of Children s Orthopaedics","topic":"Bone fractures and treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Hexapod; Frame (networking); Medicine; Deformity; Orthodontics; Physical medicine and rehabilitation; Computer science; Surgery; Artificial intelligence","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":[0.0005581368,0.0001538842,0.0006891213,0.00006722868,0.0001050063,0.00002089033,0.0001030109,0.0001273157,0.000009895859],"category_scores_gemma":[0.0002784509,0.00006754524,0.0003043214,0.0002434014,0.0001027382,0.00006181505,0.00006367004,0.0009188826,7.731634e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004743024,"about_ca_system_score_gemma":0.0002800204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009012708,"about_ca_topic_score_gemma":0.0005592894,"domain_scores_codex":[0.9981307,0.0001854676,0.0008351707,0.0001412622,0.0005523555,0.0001550337],"domain_scores_gemma":[0.9980648,0.0002965028,0.001073516,0.0002394282,0.0002198923,0.000105837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004134282,0.0003899109,0.9860088,0.00002527063,0.0002821727,0.00005851032,0.0002709789,0.00007003443,7.952458e-7,0.000007293741,0.000113967,0.01235881],"study_design_scores_gemma":[0.003561577,0.0006663818,0.9918702,0.000159065,0.0008231773,0.002173666,0.0003321509,0.0002217335,0.00003307862,0.000003053752,0.00008993551,0.00006600006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996565,0.0008534259,0.0003996327,0.00114694,0.0007388257,0.0002239824,0.00000629874,0.000006344625,0.00005950029],"genre_scores_gemma":[0.9987616,0.00009799907,0.0002475126,0.0001484583,0.0006897879,0.000001182727,0.000003571797,0.00001535715,0.0000345524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01229281,"threshold_uncertainty_score":0.3992139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378622606500506,"score_gpt":0.2934958182222158,"score_spread":0.2797095921572107,"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."}}