{"id":"W3205786816","doi":"10.46747/cfp.6710753","title":"Radiotherapy","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; McGill University Health Centre","funders":"","keywords":"Radiation therapy; Medicine; Medical physics; Computer science; Cancer; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003763181,0.0006334507,0.0005746156,0.001103677,0.001744493,0.001263359,0.001182302,0.001105391,0.1299796],"category_scores_gemma":[0.001058631,0.0002962061,0.0008108357,0.001084288,0.0005169935,0.0006278169,0.00129997,0.001794933,0.05461604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002831378,"about_ca_system_score_gemma":0.004658733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03228392,"about_ca_topic_score_gemma":0.05446515,"domain_scores_codex":[0.9995988,0.00003142534,0.00001502429,0.00006915438,0.000228913,0.00005675236],"domain_scores_gemma":[0.9995884,0.00002986695,0.00002776694,0.00005054582,0.0002160243,0.00008739441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002291589,0.0001010374,0.0022522,0.0008025068,0.0000568316,0.0009542599,0.0001584477,0.0005800752,0.005434514,0.008660372,0.4431957,0.5375749],"study_design_scores_gemma":[0.00003336495,0.00006166803,0.002400093,0.0002547,0.00001995891,0.00362588,0.00004736466,0.000111341,0.001386778,0.001688784,0.9903516,0.00001844726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.006889937,0.08724093,0.02739712,0.01437493,0.007280132,0.0005712715,0.006997417,0.004126591,0.8451217],"genre_scores_gemma":[0.1112504,0.1030404,0.04004721,0.01853098,0.003958756,0.0004590618,0.009291828,0.001906695,0.7115147],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1299796,"threshold_uncertainty_score":0.4348249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00969061487012284,"score_gpt":0.2459509946647893,"score_spread":0.2362603797946665,"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."}}