{"id":"W3133949928","doi":"10.1016/j.eururo.2021.02.031","title":"Curative-intent Metastasis-directed Therapies for Molecularly-defined Oligorecurrent Prostate Cancer: A Prospective Phase II Trial Testing the Oligometastasis Hypothesis","year":2021,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; Princess Margaret Cancer Centre; University of Toronto; University Health Network; Mount Sinai Hospital; McMaster University; Centre for Probe Development and Commercialization; Women's College Hospital","funders":"Terry Fox Research Institute; University of Toronto; Princess Margaret Cancer Foundation; AbbVie","keywords":"Medicine; Prostatectomy; Prostate cancer; Clinical endpoint; SABR volatility model; Urology; Radiation therapy; Biochemical recurrence; Metastasis; Prostate-specific antigen; Prostate; Stage (stratigraphy); Androgen deprivation therapy; Phases of clinical research; Oncology; Cancer; Surgery; Internal medicine; Clinical trial; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001913605,0.001023061,0.001413283,0.0003300243,0.0003070532,0.0008674316,0.0006903958,0.001029417,0.003664603],"category_scores_gemma":[0.0008455515,0.0003092242,0.001229166,0.0003838858,0.001118229,0.0008985919,0.0003891254,0.002968936,0.0004622245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005279527,"about_ca_system_score_gemma":0.001135776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008643413,"about_ca_topic_score_gemma":0.00294718,"domain_scores_codex":[0.9995388,0.0002473172,0.00001712274,0.00007335019,0.00003683386,0.00008665792],"domain_scores_gemma":[0.9993927,0.000147932,0.0001312831,0.00004972772,0.0000243788,0.0002538254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7708519,0.03623805,0.007099336,0.00114823,0.002091502,0.0001693434,0.0002570984,0.004082708,0.02456964,0.001301347,0.003212074,0.1489788],"study_design_scores_gemma":[0.4985594,0.4803035,0.01143629,0.00008393573,0.0009508753,0.0002439725,0.0001240503,0.001423759,0.002615744,0.0009556284,0.003263252,0.00003967105],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909524,0.004282894,0.0006736919,0.0009037561,0.0001970078,0.0008360071,0.0004748501,0.00004578807,0.001633496],"genre_scores_gemma":[0.9919621,0.002350603,0.001344228,0.0009594818,0.000166688,0.0007019471,0.0009191229,0.00002114326,0.001574624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003664603,"threshold_uncertainty_score":0.01225936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0954410268437023,"score_gpt":0.3516837339162646,"score_spread":0.2562427070725622,"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."}}