{"id":"W2095154871","doi":"10.3816/clc.2009.n.030","title":"Skeletal Disease Contributes Substantially to Morbidity and Mortality in Patients with Lung Cancer","year":2009,"lang":"en","type":"review","venue":"Clinical Lung Cancer","topic":"Bone health and treatments","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Novartis Pharmaceuticals Corporation","keywords":"Medicine; Zoledronic acid; Lung cancer; Spinal cord compression; Oncology; Internal medicine; Cancer; Bisphosphonate; Pathologic fracture; Bone metastasis; Surgery; Metastasis; Osteoporosis","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":[0.0003671176,0.0005117775,0.002773036,0.0001184859,0.00006871295,0.0000242886,0.0001190836,0.0003671393,0.0001015919],"category_scores_gemma":[0.0002415457,0.000346973,0.0003195682,0.0003919279,0.0001344918,0.00006318421,0.00005981391,0.0007275815,0.000005867313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006808076,"about_ca_system_score_gemma":0.002324338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001325,"about_ca_topic_score_gemma":0.00269477,"domain_scores_codex":[0.9965913,0.0002109368,0.001295599,0.0009186486,0.0003946035,0.000588967],"domain_scores_gemma":[0.9975161,0.0002516933,0.0003871656,0.0005347483,0.0001810199,0.001129288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000463239,0.00047576,0.7057012,0.006948515,0.0004591269,0.00007501803,0.000003783895,4.15453e-7,7.859529e-10,0.000008349278,0.001483667,0.2843809],"study_design_scores_gemma":[0.003899979,0.0002377805,0.8239771,0.01928034,0.004826416,4.494944e-7,2.971387e-7,0.00001230986,1.191147e-8,0.000005517647,0.1474838,0.0002760272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06817359,0.9255924,0.000004206282,0.0003243683,0.0005685515,0.004373058,0.000863898,0.00003745595,0.00006248948],"genre_scores_gemma":[0.01102784,0.9859787,0.00003294744,0.001375499,0.0002618608,0.0006784115,0.0003516964,0.00005661046,0.000236456],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2841049,"threshold_uncertainty_score":0.9998983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06245777038461617,"score_gpt":0.476516052412353,"score_spread":0.4140582820277368,"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."}}