{"id":"W4312058795","doi":"10.1016/j.ijrobp.2022.12.021","title":"Proton Therapy in Canada: Toward Universal Access and Health Equity With a Publicly Funded Facility","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan; University of Alberta; McGill University Health Centre; Princess Margaret Cancer Centre; Dalhousie University; BC Children's Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Equity (law); Health equity; Proton therapy; Family medicine; Nursing; Internal medicine; Public health; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003206895,0.0002918861,0.000390845,0.0009596546,0.005478474,0.004434921,0.00251407,0.003817024,0.0155847],"category_scores_gemma":[0.008263904,0.000253517,0.0005891754,0.00191282,0.002416595,0.002265375,0.004802288,0.003458227,0.0006444185],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09812472,"about_ca_system_score_gemma":0.3802506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.986001,"about_ca_topic_score_gemma":0.9914711,"domain_scores_codex":[0.9951991,0.0004558287,0.0001238025,0.0002607313,0.001578364,0.002382088],"domain_scores_gemma":[0.9840507,0.0008199502,0.0005673917,0.0003453672,0.004239196,0.009977438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003397725,0.0004669021,0.1138734,0.0006365517,0.00009862777,0.001152181,0.00227298,0.00143221,0.00134923,0.1452486,0.3560227,0.3771069],"study_design_scores_gemma":[0.0002587252,0.000338791,0.259594,0.001662823,0.00009362995,0.001076381,0.006444367,0.004176135,0.0009731654,0.02233139,0.7028891,0.0001615161],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1332618,0.01505713,0.004729464,0.7332708,0.002210025,0.0004088658,0.00382553,0.0003870059,0.1068494],"genre_scores_gemma":[0.8044005,0.01061742,0.008018426,0.1221173,0.0008158683,0.0001766956,0.001749754,0.0001373434,0.05196671],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9018753,"threshold_uncertainty_score":0.711948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06914196838707408,"score_gpt":0.379260029642371,"score_spread":0.310118061255297,"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."}}