{"id":"W4205148711","doi":"10.3390/cancers14020351","title":"Implant Survival, Clinical Outcome and Complications of Megaprosthetic Reconstructions Following Sarcoma Resection","year":2022,"lang":"en","type":"review","venue":"Cancers","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Sarcoma; Implant; Orthopedic surgery; Osteosarcoma; Surgery; Survivorship curve; Resection; Cancer; Internal medicine; Pathology","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":[0.0003374229,0.0002215201,0.0015426,0.0001848172,0.0001665064,0.00001078681,0.00008589876,0.0001303642,0.0001396995],"category_scores_gemma":[0.0001081424,0.0001809642,0.000747598,0.0002905861,0.0001235751,0.00002437366,0.00006417516,0.0003660198,0.000005953506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018617,"about_ca_system_score_gemma":0.0006947022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002479392,"about_ca_topic_score_gemma":0.00006009164,"domain_scores_codex":[0.9981465,0.0001837997,0.0009011326,0.0004045638,0.0001924504,0.000171514],"domain_scores_gemma":[0.9984031,0.0006014745,0.0003692592,0.0004636656,0.00002855459,0.0001339911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009883675,0.00006949498,0.02275964,0.001998311,0.0006584351,0.00002727692,0.00001451493,5.113718e-7,1.203855e-7,0.0001693546,0.0004939247,0.9737985],"study_design_scores_gemma":[0.0007155061,0.0002196861,0.00359732,0.002175687,0.002792875,0.0005747067,0.00009326376,0.000003486974,2.553473e-7,0.00002659677,0.9896488,0.0001518636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002397768,0.9938323,0.000003142275,0.00009997236,0.001340575,0.0009848112,0.0001826626,0.00003398733,0.001124717],"genre_scores_gemma":[0.00105364,0.997709,0.0002270234,0.00004334429,0.00008393722,0.0005571612,0.0002116433,0.00003721885,0.00007705048],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9891548,"threshold_uncertainty_score":0.7379507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.217957566000388,"score_gpt":0.450219946077356,"score_spread":0.232262380076968,"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."}}