{"id":"W3035108948","doi":"10.1016/j.ijrobp.2020.03.037","title":"Global Health in Radiation Oncology: The Intention-Investment Gap","year":2020,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Eli Lilly and Company","keywords":"Radiation oncology; Global health; Medicine; Medical education; Family medicine; Radiation therapy; Nursing; Public health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008047351,0.0006575524,0.001093357,0.0007017606,0.004620421,0.006675644,0.001435156,0.05124856,0.01643112],"category_scores_gemma":[0.03399837,0.0005963893,0.0008747735,0.0008781822,0.008612831,0.0112771,0.00589015,0.0437555,0.004750393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005236829,"about_ca_system_score_gemma":0.009998106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00430281,"about_ca_topic_score_gemma":0.007577926,"domain_scores_codex":[0.9953139,0.002034839,0.0002663176,0.0003936829,0.001146243,0.000844883],"domain_scores_gemma":[0.9675935,0.0220692,0.001202686,0.0006348274,0.002170029,0.0063298],"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":[0.00005527057,0.00004907791,0.0007756685,0.0001045415,0.00001467649,0.001020794,0.0004394034,0.00008027231,0.0001549865,0.03367886,0.9429373,0.02068914],"study_design_scores_gemma":[0.000110974,0.0000666796,0.001099471,0.0006335792,0.00001789469,0.001562953,0.002219482,0.0003427353,0.0001340841,0.0962839,0.8974675,0.00006075069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001437703,0.0006671949,0.00003020834,0.9951881,0.002891484,0.000001267516,0.00000596774,0.000002674001,0.001069163],"genre_scores_gemma":[0.00661757,0.001398178,0.000140669,0.9701126,0.01876102,0.00001665339,0.00001337712,0.00001473033,0.002925302],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05124856,"threshold_uncertainty_score":0.05496758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842940454720463,"score_gpt":0.4076657261541207,"score_spread":0.3792363216069161,"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."}}