{"id":"W4289943577","doi":"10.1002/bco2.182","title":"Combining PSA and PET features to select candidates for salvage lymph node dissection in recurrent prostate cancer","year":2022,"lang":"en","type":"article","venue":"BJUI Compass","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Interquartile range; Prostate cancer; Lymph node; Dissection (medical); Urology; Prostate-specific antigen; Lymph; Radiology; Cancer; Surgery; Internal medicine; Pathology","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":[0.0005433448,0.0002876428,0.0003703237,0.0006021286,0.0001317184,0.0006370385,0.0003196238,0.0002911718,0.0009772629],"category_scores_gemma":[0.00191281,0.0001428602,0.000380661,0.0004633456,0.0002120834,0.0003455379,0.0002769769,0.0002708954,0.0002239427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002377225,"about_ca_system_score_gemma":0.0002253203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001490616,"about_ca_topic_score_gemma":0.004154334,"domain_scores_codex":[0.9997917,0.00006948931,0.00002567454,0.00003864846,0.0000390162,0.00003554149],"domain_scores_gemma":[0.9991522,0.0002446059,0.0003049409,0.00003824365,0.00008430272,0.0001757642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001540741,0.00001124421,0.9965644,0.000006168162,0.0000222929,0.00006399628,0.00001171893,0.0001306189,0.0002543688,0.00000383847,0.00004548363,0.002731642],"study_design_scores_gemma":[0.000007737183,0.0002706213,0.9970112,0.000006519756,0.00006143344,0.0006032038,0.00008182595,0.001460279,0.0003086053,0.00003012242,0.0001532669,0.000005133551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990374,0.0003978135,0.0001720296,0.00002536893,0.000006034436,0.000004319252,0.00008980472,0.00000677922,0.0002603202],"genre_scores_gemma":[0.9997002,0.00004354431,0.0000773297,0.000007694213,0.000006968552,0.000001518664,0.0001014787,9.586618e-7,0.00006041622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001490616,"threshold_uncertainty_score":0.003269196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072222576765267,"score_gpt":0.3389446879588521,"score_spread":0.3182224621911994,"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."}}