{"id":"W4380852815","doi":"10.1200/go.23.00046","title":"Hypofractionation Adoption in Prostate Cancer Radiotherapy: Results of an International Survey","year":2023,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Princess Margaret Cancer Centre; University of Toronto","funders":"Deutsches Krebsforschungszentrum","keywords":"Prostate cancer; Medicine; Radiation therapy; Logistic regression; Regimen; Family medicine; Oncology; Internal medicine; Cancer; Demography","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":[0.00241676,0.0001949895,0.0001989696,0.0009866736,0.0002458151,0.0004849841,0.0003359421,0.0003359125,0.001144235],"category_scores_gemma":[0.005498578,0.0001936141,0.0004503298,0.001757665,0.0003011769,0.0006982404,0.000728763,0.000574864,0.0002395254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003349424,"about_ca_system_score_gemma":0.0004733852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005000994,"about_ca_topic_score_gemma":0.00474287,"domain_scores_codex":[0.9984187,0.0007581257,0.0001899518,0.0001801761,0.0002814232,0.0001716346],"domain_scores_gemma":[0.9920999,0.001663965,0.004486494,0.0003145228,0.0007330673,0.0007020333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004222235,0.00006691095,0.9943212,0.00004236747,0.0000328986,0.00001592893,0.0008787644,0.00005456989,0.000090049,0.00001695299,0.0003853583,0.004052758],"study_design_scores_gemma":[0.000003072959,0.00007190611,0.998392,0.00001733352,0.000009460264,0.00005397664,0.0009189884,0.00006997337,0.00003611855,0.000005290112,0.0004178652,0.000004009488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971302,0.0003692375,0.0001794504,0.0002023882,0.00000606091,0.00004375432,0.0009514559,0.000007430828,0.00110993],"genre_scores_gemma":[0.9983153,0.0004416041,0.0002155859,0.0001343759,0.00001134497,0.00003812062,0.0006856339,0.000004057723,0.0001539825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005000994,"threshold_uncertainty_score":0.0127812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04365218880271351,"score_gpt":0.403125340148256,"score_spread":0.3594731513455425,"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."}}