{"id":"W2740545693","doi":"10.1016/s1470-2045(17)30573-9","title":"Androgen deprivation in prostate cancer: first do no harm","year":2017,"lang":"en","type":"letter","venue":"The Lancet Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Androgen deprivation therapy; Prostatectomy; Oncology; Radiation therapy; Cancer; Internal medicine; Prostate-specific antigen; Gynecology","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":[0.005540002,0.001135327,0.002522056,0.0009246402,0.004697913,0.005401113,0.002161256,0.09185823,0.01135611],"category_scores_gemma":[0.03917402,0.001010955,0.001907283,0.0009120366,0.00678636,0.007001945,0.004033357,0.07753307,0.009079904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006548037,"about_ca_system_score_gemma":0.008338037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005574456,"about_ca_topic_score_gemma":0.009983947,"domain_scores_codex":[0.9930541,0.002394712,0.0007068933,0.0005804352,0.002282528,0.0009813409],"domain_scores_gemma":[0.9819354,0.01171178,0.001336263,0.0004871924,0.001781783,0.002747501],"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":[0.00006470479,0.00002735878,0.0003006856,0.00009958215,0.00002972368,0.0005672259,0.00008833998,0.00005544247,0.0001031846,0.006619288,0.9783757,0.01366887],"study_design_scores_gemma":[0.0002936751,0.000110726,0.0005709014,0.0007526759,0.00006612774,0.001414617,0.0002965441,0.0002722033,0.0001985226,0.03007498,0.965872,0.00007714803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008775476,0.003385572,0.00003399749,0.9819778,0.01279661,0.000004032179,0.00002134874,0.000007986082,0.001684888],"genre_scores_gemma":[0.001553661,0.002489466,0.00004807507,0.9454505,0.04683766,0.00001510866,0.00001595466,0.00001277873,0.003576891],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09185823,"threshold_uncertainty_score":0.04750949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07795646313435715,"score_gpt":0.3914052653661275,"score_spread":0.3134488022317704,"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."}}