{"id":"W4396594743","doi":"10.1007/978-3-031-50357-3_18","title":"Regenerative Medicine for the Elbow","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Elbow; Regenerative medicine; Medicine; Physical medicine and rehabilitation; Computer science; Orthodontics; Anatomy; Biology; Stem cell; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000116124,0.0003214314,0.0004588408,0.00008573705,0.00008226001,0.00001105764,0.00007674654,0.0002170471,0.002836237],"category_scores_gemma":[0.00001283301,0.0001376596,0.0002695927,0.00001753062,0.0002016974,0.00001109386,0.00002748372,0.0002789524,0.0003970247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009808995,"about_ca_system_score_gemma":0.00007655692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002473142,"about_ca_topic_score_gemma":0.00006028795,"domain_scores_codex":[0.9989792,0.000001876064,0.0002549892,0.0003445557,0.0002524341,0.0001669739],"domain_scores_gemma":[0.9990888,0.0002158652,0.0000530251,0.0004280043,0.0001166598,0.00009764411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007417397,0.00001055731,9.231103e-7,0.0001154809,0.0009466973,0.00006031581,0.0001819284,3.030287e-7,0.00001640283,0.8028103,0.1854022,0.01038073],"study_design_scores_gemma":[0.0009230514,0.0009938489,0.00000782326,0.0005994178,0.002197981,0.00009289159,0.00005809381,0.00005394635,0.0001844495,0.05755548,0.9371905,0.0001425204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001829279,0.01608752,0.0004058454,0.02508238,0.0005384452,0.001347019,0.00005645635,0.0001092884,0.9563712],"genre_scores_gemma":[0.0007898242,0.001215003,0.0004228778,0.001380645,0.001934795,0.0001203399,0.0002299214,0.00008812473,0.9938185],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7517883,"threshold_uncertainty_score":0.9980753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06783176934740211,"score_gpt":0.3164154476695376,"score_spread":0.2485836783221355,"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."}}