{"id":"W2003409050","doi":"10.3747/co.v17i0.722","title":"Preventing Bone Complications in Advanced Prostate Cancer","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"Bone health and treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Prostate cancer; Androgen deprivation therapy; Disease; Prostate; Cancer; Androgen; Quality of life (healthcare); Bone disease; Oncology; Bone metastasis; Internal medicine; Intensive care medicine; Osteoporosis; Hormone","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031418,0.0001930572,0.0005518206,0.0006418172,0.0001870845,0.0002954767,0.0003329441,0.0004521014,0.002012953],"category_scores_gemma":[0.0005132112,0.00007217597,0.0002558859,0.0004384782,0.0001574273,0.00021538,0.0002296987,0.0004330503,0.0003447171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973842,"about_ca_system_score_gemma":0.0005979363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127569,"about_ca_topic_score_gemma":0.003900119,"domain_scores_codex":[0.9998446,0.00004821532,0.00001124838,0.000009866612,0.00006738068,0.00001883945],"domain_scores_gemma":[0.9998909,0.00003566002,0.00002721184,0.000002978505,0.0000279115,0.00001535656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002995823,0.0003718098,0.002357096,0.008479976,0.0001454884,0.0006969626,0.0001702814,0.000399644,0.005123404,0.001895277,0.01329329,0.9667672],"study_design_scores_gemma":[0.0006168004,0.005742847,0.0581558,0.008576168,0.0008072891,0.01220046,0.0005709695,0.000546815,0.009111534,0.007962861,0.8956529,0.00005554068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01077208,0.9805663,0.0008212857,0.001980529,0.0002829715,0.00003151082,0.00003522142,0.00002674074,0.00548334],"genre_scores_gemma":[0.07150146,0.9221731,0.0017994,0.001112493,0.0004662556,0.00003119098,0.00005598134,0.000004535576,0.002855473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002012953,"threshold_uncertainty_score":0.006733954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09899381351700182,"score_gpt":0.4837889525187938,"score_spread":0.384795139001792,"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."}}