{"id":"W4402906299","doi":"10.1016/j.ijrobp.2024.07.131","title":"Natural History after Likely Cure vs. Recurrence vs. after ProsTate RadiOtheRapy (RAPTOR): A Pooled Analysis of More than 13000 Patients from 21 Randomized Controlled Trials","year":2024,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Randomized controlled trial; Radiation therapy; Natural history; Medicine; Prostate; Internal medicine; Oncology; Cancer","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":[0.01275699,0.002330079,0.01141506,0.001169871,0.0004465386,0.002623128,0.001158542,0.002279583,0.003923889],"category_scores_gemma":[0.0138786,0.001131079,0.02645715,0.001488829,0.001102712,0.002024033,0.001111016,0.002986243,0.0003866223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000856402,"about_ca_system_score_gemma":0.0007331074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137951,"about_ca_topic_score_gemma":0.002982682,"domain_scores_codex":[0.9912091,0.005775182,0.001112166,0.001163198,0.0004220959,0.0003182953],"domain_scores_gemma":[0.9892189,0.007465096,0.002030133,0.0007552206,0.000222198,0.0003084431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.3503027,0.0001533994,0.006729642,0.02041214,0.6107996,0.00009502609,0.00007323592,0.0009450243,0.0005943387,0.0001611783,0.0005884893,0.009145227],"study_design_scores_gemma":[0.187065,0.008656717,0.01538147,0.001512703,0.7833685,0.0001409817,0.0001023642,0.0007534446,0.0003171424,0.0008150734,0.001799454,0.00008715186],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4195428,0.5645847,0.005690931,0.0006805188,0.001364324,0.00140667,0.004322837,0.0002478493,0.00215924],"genre_scores_gemma":[0.9528905,0.03874989,0.002468506,0.001160443,0.000542771,0.001016629,0.002020871,0.00007806452,0.001072279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01275699,"threshold_uncertainty_score":0.0674662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03078523228734326,"score_gpt":0.3923503996350108,"score_spread":0.3615651673476675,"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."}}