{"id":"W1837533127","doi":"10.1016/j.clon.2004.01.004","title":"Should All Breast Cancer Patients with Symptomatic Bone Metastases be Treated with Bisphosphonates? The Case in Support☆☆This debate was presented at the Tenth Annual Conference on ‘The Science and Art of Pain and Symptom Management’ held in Toronto, Canada on 14–15 November, 2003. Your views are welcomed in a letter to the Editor for publication in the correspondence section of the Journal.","year":2004,"lang":"en","type":"editorial","venue":"Clinical Oncology","topic":"Bone health and treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Breast cancer; Oncology; General surgery; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006217971,0.0003097519,0.0007487184,0.0001367763,0.0002068533,0.00003412172,0.0004337423,0.0002643598,0.0000423065],"category_scores_gemma":[0.0039257,0.0001077442,0.00004196363,0.0009097368,0.0006891164,0.0001105953,0.0001211049,0.001043743,3.843426e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001893126,"about_ca_system_score_gemma":0.002890375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2038762,"about_ca_topic_score_gemma":0.9360697,"domain_scores_codex":[0.9953588,0.001619331,0.001105231,0.0004692431,0.0009926171,0.0004547888],"domain_scores_gemma":[0.9920069,0.005261478,0.001095089,0.0005672188,0.0009294353,0.0001398879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.008500025,0.001305791,0.0658159,0.000145797,0.0001398783,0.0001511509,0.001119395,0.00003228075,0.00000102376,0.000009890337,0.9205056,0.002273308],"study_design_scores_gemma":[0.02066696,0.009785132,0.5792972,0.002725004,0.0007677818,0.000228581,0.004069623,0.000409323,0.00001515794,0.000009513122,0.3816668,0.0003588844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8629615,0.0002744911,0.000002209363,0.09487919,0.03220756,0.008567971,0.001023508,0.000005949041,0.00007767623],"genre_scores_gemma":[0.969915,0.0006374447,0.00002104461,0.01829468,0.008023256,0.001958728,0.0001579785,0.0000464997,0.0009454185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7321934,"threshold_uncertainty_score":0.8014252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04238830976737664,"score_gpt":0.3647891442526709,"score_spread":0.3224008344852943,"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."}}