{"id":"W2972139945","doi":"10.2196/12090","title":"Evaluation of a Technology-Based Survivor Care Plan for Breast Cancer Survivors: Pre-Post Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Medicine; Cancer survivor; Cancer; Oncology; Medical physics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006439899,0.0002926942,0.0005958247,0.0003460501,0.00006493964,0.00001657014,0.0002158647,0.0001423097,0.001321187],"category_scores_gemma":[0.00003919402,0.0002558213,0.0001443992,0.0006244803,0.00007282334,0.00008715576,0.00004412264,0.0002129798,0.00001088155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007115486,"about_ca_system_score_gemma":0.001569494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02825958,"about_ca_topic_score_gemma":0.2504348,"domain_scores_codex":[0.9974361,0.0001054834,0.0003974569,0.0005813097,0.001093287,0.0003863447],"domain_scores_gemma":[0.9961746,0.00006536084,0.0002347588,0.0007045683,0.002714103,0.0001066485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004754656,0.001088446,0.8809853,0.001450991,0.0004301543,0.000002171947,0.004611332,0.0005273364,0.007575123,0.00002329411,0.0002926512,0.09825858],"study_design_scores_gemma":[0.01716038,0.008527965,0.9382594,0.001305643,0.001790255,0.000007260983,0.01907048,0.001878423,0.005289554,0.00003781099,0.005960289,0.0007125048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859924,0.002356765,0.00001828351,0.000889142,0.001211288,0.007095953,0.001895108,0.0001273073,0.0004137132],"genre_scores_gemma":[0.9921924,0.00002245582,0.00002769714,0.0002230615,0.0002870149,0.006769353,0.00009564619,0.00007142773,0.0003109579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2221753,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03654920794280633,"score_gpt":0.3536110445776762,"score_spread":0.3170618366348699,"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."}}