{"id":"W4223564729","doi":"10.3390/curroncol29040218","title":"Understanding the Post-Treatment Concerns of Cancer Survivors with Five Common Cancers: Exploring the Alberta Results from the Pan-Canadian Transitions Study","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Partenariat Canadien Contre Le Cancer; Alberta Health Services","keywords":"Medicine; Cancer; Family medicine; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.00239913,0.0002507704,0.0003134709,0.001351649,0.003733158,0.001715678,0.001090818,0.0003450407,0.001849916],"category_scores_gemma":[0.004720313,0.0002098767,0.0007478035,0.00290143,0.001109832,0.0005857297,0.002333337,0.001260259,0.0001359964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02696813,"about_ca_system_score_gemma":0.03351277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9810369,"about_ca_topic_score_gemma":0.9918585,"domain_scores_codex":[0.9983259,0.000263265,0.00006128807,0.00009008444,0.0006583668,0.0006011534],"domain_scores_gemma":[0.9970356,0.0003453673,0.0005096151,0.00006262836,0.001158555,0.0008881405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002271982,0.0001705104,0.9262178,0.0001650746,0.00006872845,0.0002244205,0.0421822,0.0001605358,0.0002358422,0.0003868965,0.005238058,0.02472289],"study_design_scores_gemma":[0.000007731425,0.00005389327,0.9575373,0.00008652639,0.00002274899,0.00005128197,0.0386766,0.0001586171,0.00005379401,0.00005265919,0.003281606,0.00001717883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930441,0.0005829823,0.0001191062,0.0009810956,0.00001602449,0.0001217815,0.001089373,0.000006922584,0.00403868],"genre_scores_gemma":[0.9964095,0.0005064703,0.0002431531,0.0004007217,0.000007196684,0.00005914879,0.0009300159,0.000005319956,0.001438458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02696813,"threshold_uncertainty_score":0.1956684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2628068685424945,"score_gpt":0.3843215147112613,"score_spread":0.1215146461687668,"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."}}