{"id":"W2782456402","doi":"10.1038/modpathol.2017.158","title":"Treatment effects in prostate cancer","year":2018,"lang":"en","type":"review","venue":"Modern Pathology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":178,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Radiation therapy; Prostate cancer; Disease; Androgen deprivation therapy; Ablative case; Clinical trial; Cancer; Chemotherapy; Oncology; Intensive care medicine; Surgery; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001171881,0.0004717361,0.002043353,0.0003713483,0.00004393773,0.00001162402,0.0001079279,0.0003498933,0.00006131644],"category_scores_gemma":[0.00002486362,0.0002864806,0.0003270208,0.0002419417,0.0001786778,0.00002649722,0.00007211827,0.0003185682,0.0002425714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150383,"about_ca_system_score_gemma":0.0009085327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008231292,"about_ca_topic_score_gemma":0.00008332641,"domain_scores_codex":[0.997856,0.0002418252,0.0003861137,0.0007313459,0.0001620649,0.0006226819],"domain_scores_gemma":[0.9990652,0.0001026938,0.0001232067,0.0005099373,0.00005159029,0.0001473396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001118561,0.000269152,0.0004749769,0.01158936,0.0002011185,0.00645262,0.0003742713,1.902566e-7,0.000003680862,0.000007371383,0.0001769117,0.9803385],"study_design_scores_gemma":[0.003275303,0.001808478,0.0001504445,0.009811333,0.001049754,0.0007153622,0.00000334627,0.00003609125,0.00001953145,0.0001909833,0.9826377,0.0003016656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006388254,0.9947671,0.000008024025,0.0001299452,0.0003219778,0.003114076,0.00008080417,0.00005276745,0.000886464],"genre_scores_gemma":[0.00009286751,0.9853481,0.00009103167,0.00004496332,0.0002688672,0.00334133,0.0002720522,0.00008649745,0.01045431],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9824608,"threshold_uncertainty_score":0.9999588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07310665826743193,"score_gpt":0.4227359725410714,"score_spread":0.3496293142736395,"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."}}