{"id":"W4415439206","doi":"10.1302/1358-992x.2025.10.128","title":"DISTRACTION OSTEOGENESIS RECONSTRUCTION FOLLOWING RESECTION OF BONE SARCOMAS: A PROSPECTIVE COHORT STUDY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distraction osteogenesis; Adamantinoma; Sarcoma; Osteosarcoma; Prospective cohort study; Radiography; Primary bone; Bone Sarcoma; Retrospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005011681,0.0002040109,0.0005041187,0.0004004701,0.0001652206,0.00002828471,0.00004387539,0.0001064114,0.00004092866],"category_scores_gemma":[0.000286904,0.0001810143,0.00027642,0.0008386194,0.00005639814,0.0002343559,0.00004034376,0.0001768508,0.000005903743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003452041,"about_ca_system_score_gemma":0.0001023772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000212719,"about_ca_topic_score_gemma":0.00004586279,"domain_scores_codex":[0.9983214,0.0000156662,0.0005144274,0.0004963346,0.0004323627,0.000219816],"domain_scores_gemma":[0.9991691,0.00004907271,0.0002268978,0.0001625341,0.0003116631,0.0000807473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004505483,0.001261747,0.9595596,0.0001331286,0.0006028251,0.00002992662,0.0002154167,1.705626e-7,0.004267346,0.0001415802,0.0001599391,0.03317773],"study_design_scores_gemma":[0.003083386,0.0009308819,0.9815646,0.0004394398,0.001189068,0.0001425623,0.002304208,0.00002261275,0.009851355,0.0001752417,0.0001768952,0.0001197893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871767,0.0007499304,0.00002758829,0.000276068,0.0004558579,0.002178832,0.000003553905,0.0001161305,0.009015379],"genre_scores_gemma":[0.998471,0.00009198049,0.0003036775,0.00003228464,0.00009982282,0.0005626575,0.00001166589,0.00002044367,0.0004064265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03305794,"threshold_uncertainty_score":0.738155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00969340199023752,"score_gpt":0.2749883515743541,"score_spread":0.2652949495841166,"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."}}