{"id":"W2949656428","doi":"10.1503/cmaj.190008","title":"Proton beam therapy for cancer","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Princess Margaret Cancer Centre; Hospital for Sick Children; University Health Network","funders":"Pediatric Oncology Group of Ontario; Public Health Agency of Canada","keywords":"Radiation therapy; Cancer; Proton therapy; Modality (human–computer interaction); Medical physics; Medicine; External beam radiotherapy; Beam (structure); Cancer research; Radiology; Computer science; Nuclear medicine; Internal medicine; Optics; Brachytherapy; Physics; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004394932,0.0004991943,0.0004954998,0.0006924902,0.000444016,0.0009778659,0.0006446366,0.001231326,0.12014],"category_scores_gemma":[0.001253865,0.0001248895,0.0003805161,0.0007633457,0.0005318254,0.0008260144,0.001001999,0.001895453,0.05176479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175574,"about_ca_system_score_gemma":0.001154411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001960276,"about_ca_topic_score_gemma":0.003446096,"domain_scores_codex":[0.9996403,0.00006380453,0.00001575476,0.00004923299,0.0001965432,0.00003441937],"domain_scores_gemma":[0.9996144,0.00006734956,0.00003402404,0.00004277431,0.0001574874,0.0000838393],"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":[0.00006764873,0.00002485202,0.0002702546,0.001158738,0.00003322541,0.0003470285,0.0000566501,0.0001348855,0.000951824,0.00925728,0.5404797,0.4472179],"study_design_scores_gemma":[0.00001360159,0.00002845149,0.0004334842,0.0002929313,0.000007833395,0.001280605,0.0000171446,0.00001878763,0.0001630722,0.003094901,0.9946433,0.000005787828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001332018,0.5334315,0.00502177,0.04867038,0.01818615,0.0001925197,0.001466836,0.0006888286,0.3910099],"genre_scores_gemma":[0.02947829,0.4640934,0.007155958,0.02618851,0.01661448,0.0002198661,0.002095691,0.0003015201,0.4538523],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9980397,"threshold_uncertainty_score":0.4019083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009012760420388925,"score_gpt":0.2826139985534187,"score_spread":0.2736012381330298,"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."}}