{"id":"W4200068277","doi":"10.1002/pros.24279","title":"Prevalence of adverse pathology features in grade group 2 prostatectomy specimens with syn‐ or metachronous metastatic disease","year":2021,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network","funders":"Prostate Cancer Canada","keywords":"Medicine; Prostatectomy; Pathology; Disease; Anatomical pathology; Prostate cancer; Internal medicine; Prostatic disease; Immunohistochemistry; Cancer","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":[0.0004585613,0.0002033756,0.0001443559,0.001328223,0.0002525253,0.0004034323,0.0002853334,0.0003461436,0.00144729],"category_scores_gemma":[0.001680498,0.0001701412,0.0001910456,0.0005091776,0.0004477792,0.0002202428,0.0004464794,0.0001855898,0.0002169274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000241433,"about_ca_system_score_gemma":0.0002007844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187126,"about_ca_topic_score_gemma":0.003810779,"domain_scores_codex":[0.9995292,0.00008726157,0.00005957797,0.0001106631,0.0001280878,0.00008517977],"domain_scores_gemma":[0.9979785,0.0002774741,0.001077033,0.0001874201,0.0001989314,0.0002806469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009080838,0.000005265597,0.9966677,0.000008220437,0.00001321826,0.0002294884,0.00003777839,0.0000141216,0.002200117,0.000004765339,0.00002631604,0.0007023404],"study_design_scores_gemma":[0.000002286399,0.00007316452,0.9959424,0.000002908071,0.00001387371,0.00267523,0.00007703358,0.00004523094,0.001021937,0.000006393057,0.0001375624,0.000001841109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994414,0.0001728728,0.00007731646,0.000007133259,0.000001808089,0.000003699585,0.00009361692,0.000004658934,0.0001974656],"genre_scores_gemma":[0.9996932,0.0000368862,0.00005830523,0.000006362569,0.000003467238,0.000002732163,0.0001404748,0.000001598052,0.00005713897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002187126,"threshold_uncertainty_score":0.004841685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652434056440536,"score_gpt":0.275345236573497,"score_spread":0.2588208960090916,"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."}}