{"id":"W4207014305","doi":"10.54947/9781951134020","title":"The Modern Technology of Radiation Oncology, Vol 4","year":2020,"lang":"en","type":"book","venue":"","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Radiation oncology; Pride; Medical physics; Medicine; Radiation therapy; Medical education; Internal medicine; Political science","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":[0.001395249,0.001078888,0.00112612,0.002116483,0.001786453,0.00839321,0.001124732,0.002243494,0.06640121],"category_scores_gemma":[0.005401523,0.0006178834,0.0009445237,0.001834715,0.00234941,0.003383368,0.002961011,0.005650006,0.05294641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002713002,"about_ca_system_score_gemma":0.004318613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002702632,"about_ca_topic_score_gemma":0.004959133,"domain_scores_codex":[0.9980117,0.0002851831,0.0001093435,0.0002090754,0.001271341,0.0001132748],"domain_scores_gemma":[0.9973372,0.000798734,0.0001888214,0.0003040312,0.0009741858,0.0003970904],"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":[0.00001370982,0.00001512147,0.0001506184,0.0002140726,0.000007174219,0.0000448148,0.0000991373,0.0001329361,0.000255225,0.01105799,0.9156086,0.0724006],"study_design_scores_gemma":[0.000001361018,0.000009991338,0.000185866,0.0001448383,0.000002384767,0.0001282442,0.0000493374,0.00004247673,0.00005803097,0.003067624,0.9963048,0.00000514677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001164345,0.2552821,0.00567904,0.08061138,0.1758674,0.0001435308,0.0004332266,0.001197699,0.4796213],"genre_scores_gemma":[0.006297818,0.07991815,0.002734279,0.03338852,0.03842625,0.0001094928,0.0003851562,0.0007295866,0.8380108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06640121,"threshold_uncertainty_score":0.2221342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007227628689652586,"score_gpt":0.2822225964384832,"score_spread":0.2749949677488306,"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."}}