{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005201747,0.0004016328,0.0009224216,0.0001056383,0.0001178215,0.00001844402,0.0001044063,0.00003360905,0.0001223961],"category_scores_gemma":[0.00006516017,0.0002252843,0.000274337,0.0002530097,0.0008616958,0.00009915042,0.00005177113,0.00007976056,0.000008919701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003792,"about_ca_system_score_gemma":0.0004208323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002996941,"about_ca_topic_score_gemma":0.0009208736,"domain_scores_codex":[0.9980236,0.0000971478,0.0006226269,0.0004179153,0.0003268771,0.0005118224],"domain_scores_gemma":[0.997727,0.0006230776,0.0003646249,0.0004655742,0.0006047015,0.0002150473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1062111,0.006032936,0.05112363,0.003794386,0.01947798,0.0001459013,0.01617307,0.003812945,0.008734983,0.001782721,0.00199244,0.780718],"study_design_scores_gemma":[0.1428946,0.1581816,0.07906929,0.002543222,0.01909573,0.0001089094,0.007286552,0.0409697,0.5357164,0.003565164,0.00862237,0.001946457],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859121,0.005048996,0.001501361,0.0008760632,0.000293477,0.003230363,0.00299713,0.00003479776,0.0001056671],"genre_scores_gemma":[0.9934815,0.003945967,0.001078464,0.00005048645,0.00007913204,0.0006560044,0.000173191,0.00005859982,0.0004767112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7787715,"threshold_uncertainty_score":0.9186827,"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."}}