{"id":"W4409150658","doi":"10.1016/j.xrrt.2025.03.002","title":"Outcomes of chronic pectoralis major rupture repair with implant-free Achilles allograft","year":2025,"lang":"en","type":"article","venue":"JSES Reviews Reports and Techniques","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Medicine; Implant; 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":[0.0006978323,0.0002600523,0.0004669329,0.0006336298,0.0003099709,0.0005555183,0.0002102322,0.00028627,0.0009826837],"category_scores_gemma":[0.002129346,0.0001134354,0.000554239,0.0003637508,0.0002945747,0.0002979818,0.0005205552,0.0002456049,0.0001970243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436311,"about_ca_system_score_gemma":0.0002291678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002957602,"about_ca_topic_score_gemma":0.0003975006,"domain_scores_codex":[0.999553,0.00008902951,0.00009774659,0.00006247721,0.00009913563,0.0000986583],"domain_scores_gemma":[0.9982109,0.0003546942,0.0009279012,0.0001060231,0.0001309061,0.0002696158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001409508,0.0002374547,0.9776988,0.00007664397,0.0001225988,0.002574773,0.0001604846,0.0001449334,0.002521815,0.00002503315,0.00006209772,0.01496583],"study_design_scores_gemma":[0.0000692843,0.006479479,0.9646828,0.00005381647,0.0002167276,0.02559335,0.00064941,0.0004602094,0.001376697,0.00005080752,0.0003505609,0.0000170064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994129,0.0003152663,0.00008230923,0.000007943289,0.000003924642,0.000005274308,0.00004119795,0.000001796361,0.0001293633],"genre_scores_gemma":[0.9997072,0.00009852785,0.00005506735,0.000006041407,0.000006670846,0.000004638721,0.00007885409,6.55772e-7,0.00004226958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009826837,"threshold_uncertainty_score":0.003690541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105572369942414,"score_gpt":0.3011900713650609,"score_spread":0.2901343476656368,"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."}}