{"id":"W2162864201","doi":"10.1016/j.ijrobp.2009.07.1472","title":"Potential Benefit of Adaptive Radiation Therapy following Prostatectomy","year":2009,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Prostatectomy; Radiation therapy; Medical physics; Urology; Internal medicine; Prostate cancer; 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":[0.0003742476,0.0003694403,0.0005650336,0.0003928785,0.0002369145,0.0004152305,0.0005422803,0.0006170474,0.004066926],"category_scores_gemma":[0.002148573,0.0001151384,0.000674186,0.0003594364,0.0004663024,0.000441333,0.0003156818,0.0005776093,0.0003516885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002337889,"about_ca_system_score_gemma":0.0002569109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005606549,"about_ca_topic_score_gemma":0.0006939516,"domain_scores_codex":[0.9998229,0.00006143309,0.00001149371,0.00002963548,0.00003292864,0.00004169102],"domain_scores_gemma":[0.9994528,0.0003298815,0.00006977869,0.00005970236,0.00002938828,0.0000583559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.07438075,0.00287597,0.07472886,0.001576973,0.001132377,0.007909465,0.0003720987,0.0300393,0.1653728,0.005080637,0.002064662,0.6344661],"study_design_scores_gemma":[0.003426805,0.0672162,0.7592484,0.0003193876,0.002545971,0.03302693,0.0004948259,0.02998498,0.07158852,0.01211384,0.01981982,0.0002142701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592283,0.01330505,0.009877807,0.001457436,0.0006006868,0.00007559596,0.000174545,0.0002654988,0.0150152],"genre_scores_gemma":[0.9963601,0.001115802,0.001113449,0.0001488768,0.0002764991,0.0000113349,0.00005603269,0.00002561569,0.000892248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004066926,"threshold_uncertainty_score":0.01360518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133174708122139,"score_gpt":0.317618614839396,"score_spread":0.3062868677581747,"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."}}