{"id":"W2606048818","doi":"10.1002/cncr.30665","title":"Decipher test impacts decision making among patients considering adjuvant and salvage treatment after radical prostatectomy: Interim results from the Multicenter Prospective PRO‐IMPACT study","year":2017,"lang":"en","type":"article","venue":"Cancer","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia","funders":"National Cancer Institute; Astellas Pharma; Genomic Health; Myriad Genetics; Augmenix; Sanofi","keywords":"DECIPHER; Prostatectomy; Medicine; Prostate cancer; Interim; Internal medicine; Oncology; Cancer; Bioinformatics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002828686,0.0003732543,0.0004651726,0.00005839641,0.001973703,0.0001517077,0.000477158,0.0001619442,0.0001560153],"category_scores_gemma":[0.003465817,0.000223483,0.00008051837,0.00007325905,0.0003179027,0.0004692105,0.0007737829,0.0006714165,0.00003250406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729216,"about_ca_system_score_gemma":0.0004367086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008490967,"about_ca_topic_score_gemma":0.01416779,"domain_scores_codex":[0.9968033,0.0006124389,0.0008886923,0.0006782226,0.0003719143,0.000645373],"domain_scores_gemma":[0.9940903,0.002513432,0.0008889512,0.001857023,0.00038678,0.0002635364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002212664,0.000349173,0.9267932,0.00002973061,0.00009504183,0.00001233062,0.05856181,0.00000307863,0.00001380947,5.543182e-7,0.0002928661,0.0116357],"study_design_scores_gemma":[0.009135753,0.0006332232,0.9811769,0.002495827,0.00006964138,2.805678e-7,0.005498103,0.0002916985,0.00003020411,0.00007686636,0.0003602608,0.000231227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883972,0.001320123,0.000007600937,0.0005356212,0.0008165616,0.007800434,0.0008573043,0.00007547105,0.0001896903],"genre_scores_gemma":[0.995526,0.0001373845,0.0003890519,0.0003655284,0.0002102874,0.003232413,0.0000246828,0.00006561846,0.00004907461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05438367,"threshold_uncertainty_score":0.9993256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1385902671229796,"score_gpt":0.4665939403345041,"score_spread":0.3280036732115246,"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."}}