{"id":"W2621360119","doi":"10.1007/s13187-017-1230-7","title":"Patterns of Care Related to Post-Operative Radiotherapy for Patients with Prostate Cancer among Canadian Radiation Oncologists and Urologists","year":2017,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Radiation oncology; Radiation therapy; Medical physics; General surgery; Family medicine; Cancer; Gynecology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001113499,0.0001054973,0.0002940987,0.000153917,0.0001762204,0.00001817805,0.00009376707,0.0001006712,0.00003212961],"category_scores_gemma":[0.0001076692,0.00007480155,0.00003822438,0.00004408926,0.000102498,0.0002379861,0.000003826026,0.000139176,7.759583e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009061265,"about_ca_system_score_gemma":0.002326106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01107263,"about_ca_topic_score_gemma":0.04801366,"domain_scores_codex":[0.9992938,0.00003108773,0.0002745394,0.0001302471,0.0001260444,0.0001442855],"domain_scores_gemma":[0.9978637,0.00004495427,0.0006727595,0.000143381,0.00109579,0.000179413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001916934,0.00007713641,0.8158206,0.00004884049,0.0001390768,0.000001505543,0.005183577,0.0001687869,0.00007229824,0.00001333127,0.0002123191,0.1763456],"study_design_scores_gemma":[0.002934803,0.003720506,0.98256,0.0002517572,0.00009871525,0.000007106262,0.000460174,0.00001541807,0.0002965241,0.00001407901,0.009554911,0.00008594806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871867,0.004585916,0.00009191547,0.005787765,0.001290177,0.0009376334,0.00006778286,0.000002722166,0.00004938975],"genre_scores_gemma":[0.9934698,0.003380157,0.001593898,0.0008976113,0.0002991194,0.00009835714,0.00001695708,0.00001699772,0.0002270814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1762597,"threshold_uncertainty_score":0.9955127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006180200103394552,"score_gpt":0.4111969098531932,"score_spread":0.4050167097497987,"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."}}