{"id":"W4415229284","doi":"10.1177/17588359251385393","title":"Orthopedic interventions and outcomes in patients with metastatic renal cell carcinoma: a systematic review","year":2025,"lang":"en","type":"review","venue":"Therapeutic Advances in Medical Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; London Health Sciences Centre; Western University","funders":"","keywords":"Orthopedic surgery; Quality of life (healthcare); Multidisciplinary approach; Psychological intervention; Narrative review; MEDLINE; Retrospective cohort study; Systemic therapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002036294,0.0005907695,0.006777545,0.0007186932,0.00003078766,0.000008571839,0.0003735012,0.0002020934,0.0003802566],"category_scores_gemma":[0.001339305,0.0003570362,0.0004494327,0.000809606,0.0003074926,0.0001061295,0.0001938418,0.0009444566,0.00001751275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000362615,"about_ca_system_score_gemma":0.001070313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005865866,"about_ca_topic_score_gemma":0.0000669065,"domain_scores_codex":[0.9937674,0.001770507,0.002390975,0.0006520902,0.0009493421,0.0004696458],"domain_scores_gemma":[0.996257,0.001879046,0.0008631736,0.0006240184,0.00007784776,0.0002988893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004711538,0.001168428,0.0008374681,0.6852183,0.0001936283,0.0003657153,0.00001925075,6.027346e-8,2.260152e-10,0.00008509709,0.00001865399,0.3120463],"study_design_scores_gemma":[0.00627822,0.001237223,0.00055312,0.8752368,0.02094083,0.00003332735,0.00006340762,0.000007784211,3.050243e-9,0.0001204966,0.09515987,0.0003689318],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002178364,0.9902478,0.0004703433,0.0004325493,0.0001601314,0.007652007,0.0000247955,0.00002564747,0.0009649392],"genre_scores_gemma":[0.0001791617,0.9938621,0.0007230883,0.002616584,0.00001227394,0.001739066,0.0001539282,0.00004256908,0.0006712379],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3116773,"threshold_uncertainty_score":0.9998882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306252715342925,"score_gpt":0.4124689623888197,"score_spread":0.3794064352353905,"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."}}