{"id":"W3087594436","doi":"10.1097/corr.0000000000001491","title":"How Are Indeterminate Pulmonary Nodules at Diagnosis Associated with Survival in Patients with High-Grade Osteosarcoma?","year":2020,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Osteosarcoma; Sarcoma; Radiology; Biopsy; Lung; Pathology; Internal medicine","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":[0.001122776,0.0003072885,0.0008639026,0.0002038321,0.0002373895,0.00007358475,0.000155254,0.0004802,0.00004630494],"category_scores_gemma":[0.00161275,0.0001873305,0.0001709871,0.00104038,0.0007329648,0.0001021705,0.0002930944,0.001681774,0.00001864405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359067,"about_ca_system_score_gemma":0.00009667836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004072826,"about_ca_topic_score_gemma":0.0001197433,"domain_scores_codex":[0.9958463,0.0007114009,0.0006105903,0.0008852321,0.001254348,0.0006920746],"domain_scores_gemma":[0.9961348,0.002075674,0.000218374,0.0003595961,0.0004043355,0.0008072607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001355842,0.003357643,0.9754331,0.00006380695,0.0003899141,0.004884997,0.00007473501,0.000001964857,0.000001420307,0.0000292464,0.0002155435,0.01419176],"study_design_scores_gemma":[0.01130955,0.004604334,0.9820013,0.0007282725,0.000183578,0.00001827408,0.0001487957,0.0001602716,0.00002212809,0.00003700889,0.0005532143,0.0002332816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790214,0.001218063,3.061317e-7,0.01832825,0.0001064784,0.00103713,0.00005738999,0.00005535263,0.0001756489],"genre_scores_gemma":[0.9969406,0.001973519,0.00005070729,0.0002553581,0.00008348537,0.0001171337,0.0002477584,0.00006795872,0.0002634946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01807289,"threshold_uncertainty_score":0.7639115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07707136155093856,"score_gpt":0.3389745347920921,"score_spread":0.2619031732411535,"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."}}