{"id":"W1533921436","doi":"10.1038/nrurol.2011.70","title":"Searching for bone metastases—how, when and why?","year":2011,"lang":"en","type":"review","venue":"Nature Reviews Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Referral; Bone metastasis; Radiology; Prostate; Oncology; Cancer; Internal medicine; Family 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001434916,0.0005798049,0.003993277,0.0003967154,0.000112766,0.0000312783,0.0002168349,0.001154802,0.0001504363],"category_scores_gemma":[0.0006860864,0.0003344041,0.0008504202,0.0002315612,0.0001832278,0.00006613719,0.0001653255,0.002247596,0.00004750061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000097148,"about_ca_system_score_gemma":0.0003604107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007502983,"about_ca_topic_score_gemma":0.000008046481,"domain_scores_codex":[0.9971405,0.0006369225,0.000578928,0.0008008578,0.0001832032,0.0006595688],"domain_scores_gemma":[0.9981425,0.0004499957,0.000349953,0.0006257527,0.0001275351,0.0003041974],"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":[0.00008707032,0.00005238787,0.000001743424,0.04074068,0.000493001,0.00008000653,0.00003304392,6.66562e-10,7.230552e-7,0.000911392,0.02371613,0.9338838],"study_design_scores_gemma":[0.0008079626,0.0006090323,7.055796e-7,0.003890643,0.004634323,0.0008760259,0.000001699791,6.431544e-7,8.462461e-7,0.0003870368,0.988551,0.0002400317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.647764e-7,0.9909096,0.00006616201,0.0016339,0.0002701193,0.006062877,0.0001272109,0.00003803651,0.0008918819],"genre_scores_gemma":[6.249001e-7,0.9915447,0.002525697,0.0009241307,0.0005140217,0.001185901,0.0007540698,0.00009418226,0.002456666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9648349,"threshold_uncertainty_score":0.9999108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258269472875962,"score_gpt":0.4336579286458767,"score_spread":0.3078309813582805,"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."}}