{"id":"W4396616986","doi":"10.3390/curroncol31050186","title":"Evaluation of Unsolicited Feedback from Patients with Cancer and Their Families as a Strategy to Improve Cancer Care Delivery","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Ottawa Hospital Foundation","keywords":"Medicine; Family medicine; Health care; Breast cancer; Cancer; Healthcare delivery; Demographics; 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":[0.02680398,0.0004129495,0.0005384086,0.00182542,0.001332131,0.001403973,0.001082716,0.0006442647,0.002252958],"category_scores_gemma":[0.08728056,0.0002342466,0.0004828889,0.001145966,0.0006423004,0.001237122,0.001847077,0.00101346,0.0003530856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003198362,"about_ca_system_score_gemma":0.008934593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005326854,"about_ca_topic_score_gemma":0.00896899,"domain_scores_codex":[0.9780415,0.01543186,0.001979386,0.0005543944,0.002912301,0.001080494],"domain_scores_gemma":[0.8895404,0.0415969,0.02945795,0.002974496,0.02640793,0.01002232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001511108,0.001174179,0.7919291,0.00110238,0.00008109379,0.0006671911,0.02535433,0.0004745211,0.001818848,0.00009931651,0.005842312,0.1699456],"study_design_scores_gemma":[0.0001798458,0.008787391,0.9446206,0.0008438916,0.00009747732,0.0007599426,0.02959897,0.002299322,0.002797842,0.0001621901,0.009741785,0.000110626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926026,0.0006964668,0.001088001,0.001975746,0.00009393309,0.0008467938,0.000423148,0.000145069,0.002128085],"genre_scores_gemma":[0.9939317,0.0003933608,0.003706288,0.0003701884,0.00006074077,0.0006860024,0.0002648152,0.0000183571,0.0005685901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02680398,"threshold_uncertainty_score":0.1417547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0586770256475105,"score_gpt":0.3857793789147708,"score_spread":0.3271023532672603,"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."}}