{"id":"W2800931934","doi":"10.1002/pros.23519","title":"Survival benefit of local versus no local treatment for metastatic prostate cancer—Impact of baseline PSA and metastatic substages","year":2018,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Minnesota Pollution Control Agency","keywords":"Medicine; Prostate cancer; Prostate; Prostate disease; Overall survival; Cancer; Oncology; Metastasis; Internal medicine; Urology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002988845,0.0002408543,0.0006633569,0.0002507979,0.0001658431,0.0004136779,0.0002999951,0.0003483808,0.002129965],"category_scores_gemma":[0.003941022,0.000111126,0.001980195,0.0002398243,0.0002831641,0.0004058091,0.0005457089,0.000619515,0.0001681194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003827195,"about_ca_system_score_gemma":0.0003594829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034389,"about_ca_topic_score_gemma":0.002039184,"domain_scores_codex":[0.9989404,0.0005879782,0.00005191031,0.0001899195,0.0001188211,0.0001109256],"domain_scores_gemma":[0.9974405,0.001145213,0.0007875543,0.0002098142,0.00008082595,0.0003361591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02704234,0.000331319,0.8809311,0.0004693218,0.004267217,0.0001281196,0.0001193449,0.004510319,0.004832092,0.0006173161,0.001065983,0.07568549],"study_design_scores_gemma":[0.000304642,0.00539478,0.986559,0.00004644817,0.002507779,0.0002650059,0.0000586987,0.00237216,0.001086868,0.0005049507,0.0008816299,0.00001804281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940538,0.003892036,0.0006246863,0.0003928687,0.00002547959,0.00001371071,0.0003309242,0.00001420459,0.0006523976],"genre_scores_gemma":[0.9993442,0.0001843788,0.00008776163,0.00006005727,0.0000348748,0.000005333253,0.0001769815,0.000003312588,0.0001031201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002988845,"threshold_uncertainty_score":0.01580673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05268531152288185,"score_gpt":0.3571292375744493,"score_spread":0.3044439260515674,"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."}}