{"id":"W7071198960","doi":"","title":"Radiotherapy: Seizing the opportunity in cancer care","year":2019,"lang":"en","type":"report","venue":"Trinity's Access to Research Output (TARA) (Trinity College Dublin)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Radiation therapy; Quarter (Canadian coin); Cancer incidence; Health care; Cancer treatment; Incidence (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009019035,0.0006433976,0.0006747218,0.001617816,0.006231589,0.01295742,0.002489236,0.009777904,0.05863262],"category_scores_gemma":[0.02082793,0.0005007496,0.0007929021,0.002285308,0.01193075,0.01762037,0.01609621,0.0144432,0.009706793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009237851,"about_ca_system_score_gemma":0.02727069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011427,"about_ca_topic_score_gemma":0.02822349,"domain_scores_codex":[0.9921247,0.003782436,0.0002975771,0.0005703516,0.002070551,0.001154348],"domain_scores_gemma":[0.984528,0.005529834,0.0006097297,0.0007493997,0.001451728,0.007131342],"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":[0.00003443273,0.00003558261,0.0006874407,0.0006432096,0.00001628207,0.0001703823,0.001731683,0.0001300417,0.0001223374,0.07751685,0.7416499,0.1772619],"study_design_scores_gemma":[0.000006450256,0.00002958531,0.0005235112,0.001213492,0.000004654234,0.0001917376,0.001639551,0.00005668438,0.00005270189,0.02943263,0.9668326,0.00001636931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001071335,0.07024878,0.001735491,0.8745028,0.01142047,0.00002378704,0.0001169261,0.0001903554,0.04069002],"genre_scores_gemma":[0.08384428,0.3182818,0.009560985,0.4917642,0.04277397,0.0002051174,0.0005516242,0.0005195548,0.05249842],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05863262,"threshold_uncertainty_score":0.1961457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4632766848343828,"score_gpt":0.5268396961256291,"score_spread":0.06356301129124631,"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."}}