{"id":"W3021457244","doi":"10.1016/j.ijrobp.2006.07.693","title":"2286","year":2006,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Toxicity; Prostate cancer; Urology; Prostate; Cohort; Proportional hazards model; Acute toxicity; Prospective cohort study; Surgery; Nuclear medicine; Internal medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002349998,0.0007974268,0.0003691248,0.001258364,0.0009133776,0.001827789,0.0007094888,0.001160644,0.8505617],"category_scores_gemma":[0.0006964547,0.0002130102,0.0003272868,0.000911293,0.000380008,0.0008792739,0.001151834,0.0006391269,0.8117915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004619025,"about_ca_system_score_gemma":0.0005498742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00233089,"about_ca_topic_score_gemma":0.002994215,"domain_scores_codex":[0.9998072,0.00001673604,0.00001216353,0.00005065142,0.00008530778,0.00002796114],"domain_scores_gemma":[0.9995965,0.00005859736,0.0000171403,0.00007048294,0.0001630049,0.00009425401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001404052,0.000199882,0.001204408,0.0002098152,0.00001978907,0.000206307,0.00008677821,0.0002301104,0.007643561,0.01110468,0.5351077,0.4438467],"study_design_scores_gemma":[0.00001252525,0.00003230161,0.0009567629,0.0000584761,0.000008510214,0.0003299301,0.0000414539,0.0001381021,0.0007912188,0.000898622,0.9967271,0.000005007087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00154391,0.0005697722,0.001155348,0.0006915711,0.0008866934,0.00006966825,0.0008728948,0.0004618738,0.9937483],"genre_scores_gemma":[0.002886086,0.0003644917,0.0003973382,0.0003164045,0.0001463064,0.00002651798,0.000820388,0.00008240203,0.99496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1494383,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068742005315601,"score_gpt":0.3224026090479296,"score_spread":0.3117151889947736,"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."}}