{"id":"W3087173170","doi":"10.3233/blc-200304","title":"Review: Brain Metastases in Bladder Cancer","year":2020,"lang":"en","type":"article","venue":"Bladder Cancer","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Radiosurgery; Radiation therapy; Oncology; Internal medicine; Bladder cancer; Chemotherapy; Cancer; Immune checkpoint; Immunotherapy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001946606,0.0002927581,0.0006655344,0.00006641174,0.00004288282,0.00001620293,0.0001118246,0.00006406257,0.009797611],"category_scores_gemma":[0.0001521637,0.000225843,0.0002088263,0.0005373587,0.00006540816,0.00009329864,0.00005971219,0.000251219,0.0001361772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001451876,"about_ca_system_score_gemma":0.0003579247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001361695,"about_ca_topic_score_gemma":0.0007033774,"domain_scores_codex":[0.9982045,0.0001134516,0.0004100311,0.0005268161,0.0003227801,0.0004223894],"domain_scores_gemma":[0.9990826,0.00008021757,0.0001064094,0.000324447,0.00007887909,0.000327482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001865523,0.000270823,0.008736073,0.001334436,0.0008959734,0.0003324511,0.0003775199,0.00006289181,0.0005924088,0.0001270153,0.9189894,0.06809448],"study_design_scores_gemma":[0.00367412,0.0002635016,0.009149493,0.001935203,0.000939639,0.00002211787,0.000120612,0.0001384079,0.001464246,0.00003174166,0.9819176,0.0003433166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.02431531,0.6712426,0.0001162832,0.2988651,0.0003450096,0.001942234,0.0005546595,0.0001470058,0.00247179],"genre_scores_gemma":[0.2235242,0.2114828,0.002159229,0.5551384,0.001712078,0.002254822,0.0002769765,0.0001967054,0.003254757],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4597598,"threshold_uncertainty_score":0.9911076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05421260220501826,"score_gpt":0.356857026280008,"score_spread":0.3026444240749898,"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."}}