{"id":"W2912629786","doi":"10.1097/corr.0000000000000631","title":"Editorial: Importance of Validating the Scores We Use to Assess Patients with Musculoskeletal Tumors","year":2019,"lang":"en","type":"editorial","venue":"Clinical Orthopaedics and Related Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Orthopedic surgery; Sports medicine; MEDLINE; Medical diagnosis; Medical physics; Physical therapy; Family medicine; Surgery; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01214957,0.002802791,0.00383414,0.003151541,0.00296264,0.008425298,0.003813997,0.01420815,0.009320922],"category_scores_gemma":[0.1021043,0.001228729,0.002658434,0.001207291,0.003092082,0.005039725,0.001138803,0.02166417,0.008905763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00254268,"about_ca_system_score_gemma":0.003576931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486431,"about_ca_topic_score_gemma":0.002500994,"domain_scores_codex":[0.9904093,0.002155243,0.001681515,0.001096956,0.004194826,0.000462208],"domain_scores_gemma":[0.887211,0.06076438,0.003696911,0.001875373,0.04154857,0.004903849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004150573,0.00001346397,0.00006814236,0.0001609591,0.0000223019,0.00005586517,0.00001871431,0.0000216446,0.00002719067,0.0001705463,0.994828,0.004571591],"study_design_scores_gemma":[0.000184899,0.0001512734,0.001499813,0.002312316,0.0001721848,0.0007601358,0.0002517535,0.0005495131,0.0003953023,0.002414275,0.9912055,0.0001030078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007542007,0.002313706,0.0001665173,0.05836302,0.9383273,0.0000224874,0.00006343525,0.00008586039,0.0005822637],"genre_scores_gemma":[0.0007842734,0.002519429,0.0002286682,0.03908222,0.9546784,0.00003905215,0.00004402512,0.0000712745,0.00255275],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01420815,"threshold_uncertainty_score":0.06425387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08332054377398085,"score_gpt":0.4338401868759175,"score_spread":0.3505196431019366,"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."}}