{"id":"W2006096648","doi":"10.1007/s11764-014-0390-2","title":"Follow-up patterns of cancer survivors: a survey of Canadian radiation oncologists","year":2014,"lang":"en","type":"article","venue":"Journal of Cancer Survivorship","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Survivorship curve; Family medicine; Radiation oncology; Genitourinary system; Radiation therapy; Breast cancer; Public health; Health care; Cancer; Cancer survivorship; Health informatics; Internal medicine; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003296736,0.0003451664,0.001388825,0.001300302,0.0000645202,0.00002470894,0.0004393673,0.000319188,0.0006360324],"category_scores_gemma":[0.0008331375,0.0003003292,0.0004484639,0.001409901,0.0001291909,0.0002074129,0.00003710101,0.000541631,0.000002778011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006608473,"about_ca_system_score_gemma":0.002466205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866003,"about_ca_topic_score_gemma":0.9983754,"domain_scores_codex":[0.99588,0.0007438982,0.001469067,0.0003058643,0.001032232,0.0005689224],"domain_scores_gemma":[0.9943433,0.000676373,0.001662745,0.0004979747,0.002156843,0.0006627485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001150752,0.00009197776,0.9669881,0.0004718041,0.0004001505,0.00001522698,0.001563166,0.0001187099,0.0005654073,0.0001130519,0.0007538741,0.02776777],"study_design_scores_gemma":[0.002571822,0.000783184,0.9765248,0.0008275211,0.0003684183,0.00001703053,0.0003378204,0.00006826549,0.006399686,0.00005098253,0.01176249,0.0002879802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865382,0.00485465,0.0002451235,0.001147006,0.005283476,0.0002918645,0.0004135498,0.00001390113,0.001212213],"genre_scores_gemma":[0.9949558,0.003167705,0.00003556139,0.0004324801,0.0007532196,0.00002298911,0.00003509764,0.0000620364,0.0005351576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02747979,"threshold_uncertainty_score":0.9999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04338236461165031,"score_gpt":0.3230795688776227,"score_spread":0.2796972042659724,"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."}}