{"id":"W2026309863","doi":"10.1053/j.seminoncol.2013.09.004","title":"Risk-Based Health Care, the Cancer Survivor, the Oncologist, and the Primary Care Physician","year":2013,"lang":"en","type":"review","venue":"Seminars in Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research","funders":"National Cancer Institute; Centers for Disease Control and Prevention","keywords":"Survivorship curve; Medicine; Psychological intervention; Health care; Family medicine; Cancer survivorship; Quality of life (healthcare); Cancer survivor; Population; Cancer; MEDLINE; Intervention (counseling); Nursing; Environmental health; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001695278,0.0006155883,0.002964505,0.000128224,0.0004657989,0.00004351301,0.0008299912,0.0006113286,0.00004110805],"category_scores_gemma":[0.0001285856,0.0002613033,0.0005746705,0.0006264428,0.001584989,0.00002904526,0.0002994685,0.002306882,0.00001925474],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003777966,"about_ca_system_score_gemma":0.006226544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03203865,"about_ca_topic_score_gemma":0.08343614,"domain_scores_codex":[0.99415,0.003179137,0.0008452727,0.0007283178,0.0004015848,0.0006956575],"domain_scores_gemma":[0.993592,0.003797379,0.0009997332,0.001281327,0.0001939329,0.0001355758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001442439,0.00004837178,0.0002562454,0.009648419,0.0001385115,0.00002324526,0.007367188,0.000002646076,2.902913e-8,0.00008498197,0.009295627,0.9729905],"study_design_scores_gemma":[0.001535498,0.0005725339,0.0002104067,0.007516381,0.001127659,0.00003649239,0.008109584,0.000004068348,3.157533e-7,0.0000286084,0.9805982,0.000260227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000113954,0.9767212,0.000004148077,0.005271528,0.001961825,0.004696931,0.0002488202,0.00004373481,0.01093789],"genre_scores_gemma":[0.0002400902,0.982908,0.00004211073,0.01178627,0.0009322477,0.003271766,0.0002966484,0.00008532319,0.0004375935],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9727303,"threshold_uncertainty_score":0.9999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204789974542294,"score_gpt":0.3751807080466998,"score_spread":0.3431328083012768,"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."}}