{"id":"W4313247619","doi":"10.25259/jmsr_130_2022","title":"Calcanectomy in primary high-grade sarcomas: Foot salvage without the need for any reconstruction","year":2022,"lang":"en","type":"article","venue":"Journal of Musculoskeletal Surgery and Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Metastasectomy; Amputation; Malignancy; Soft tissue; Hemipelvectomy; Cancer; Metastasis","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":[0.004552544,0.0001215227,0.0004761547,0.0005915099,0.0004021899,0.00003433925,0.0001044274,0.00005400255,0.00008529047],"category_scores_gemma":[0.0003185329,0.00007383426,0.0003202686,0.0005241277,0.0001828854,0.0001089315,0.00009853688,0.0008201241,8.813928e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003438769,"about_ca_system_score_gemma":0.0003806141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001917003,"about_ca_topic_score_gemma":0.00002378105,"domain_scores_codex":[0.9974886,0.0006144916,0.0005062817,0.0001826119,0.0008168466,0.0003911511],"domain_scores_gemma":[0.9972079,0.002109805,0.0001677907,0.0001747879,0.0001798432,0.0001598187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001423459,0.001096027,0.814254,0.0002492739,0.0002838527,0.000473033,0.0001997815,0.00001103923,0.003137587,0.000179236,0.003784828,0.1749078],"study_design_scores_gemma":[0.003033574,0.001014841,0.9764556,0.0001794244,0.00009120985,0.002121262,0.001228988,0.00004043953,0.0005583371,0.0006818731,0.01447511,0.0001193824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840882,0.004032895,0.000006477573,0.01085062,0.0003262947,0.000550249,0.000009724524,0.000006016545,0.0001295358],"genre_scores_gemma":[0.9982237,0.0009203173,0.0001920857,0.0001512124,0.0002585927,0.0001251118,0.00001009965,0.00001987104,0.0000990335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1747884,"threshold_uncertainty_score":0.3563077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04728955145138805,"score_gpt":0.343328127280343,"score_spread":0.296038575828955,"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."}}