{"id":"W3038705472","doi":"10.1200/op.20.00066","title":"Development of Best Practices of Peer Review for Lung Radiation Therapy","year":2020,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeridge Health; Queen's University; McMaster University; Cancer Care Ontario; Western University; University of Toronto","funders":"","keywords":"SABR volatility model; Medicine; Medical physics; Radiation oncologist; Radiation therapy; Guideline; Nuclear medicine; Internal medicine; Pathology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6223236,0.001997247,0.002489854,0.01511561,0.01260582,0.02283267,0.01209456,0.009877528,0.005578557],"category_scores_gemma":[0.7069442,0.001906038,0.003105979,0.007395527,0.02025862,0.0211307,0.02715749,0.01276229,0.005221201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01576867,"about_ca_system_score_gemma":0.1235556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003393407,"about_ca_topic_score_gemma":0.004995383,"domain_scores_codex":[0.1599511,0.6589817,0.06173839,0.013014,0.1004574,0.005857413],"domain_scores_gemma":[0.126906,0.3757078,0.07140654,0.07153449,0.3294532,0.02499196],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002017224,0.0005745089,0.006870069,0.01368952,0.0003417986,0.001040427,0.0988754,0.001720355,0.00315475,0.04299393,0.1290927,0.7014448],"study_design_scores_gemma":[0.0002873493,0.0007741502,0.009146113,0.0385249,0.0002566526,0.0022912,0.05550946,0.005176474,0.004876264,0.07844573,0.8040606,0.0006510793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02730081,0.02735689,0.4718751,0.3017793,0.0138223,0.04097115,0.0004265547,0.002769366,0.1136986],"genre_scores_gemma":[0.2346128,0.01365277,0.6979679,0.01790678,0.003749233,0.02208427,0.0005798429,0.001095829,0.008350519],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3776764,"threshold_uncertainty_score":0.4657422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1574904395154257,"score_gpt":0.4870292966068443,"score_spread":0.3295388570914186,"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."}}