{"id":"W2742539232","doi":"10.2196/cancer.6996","title":"Electronic-Based Patient-Reported Outcomes: Willingness, Needs, and Barriers in Adjuvant and Metastatic Breast Cancer Patients","year":2017,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Metastatic breast cancer; Medicine; Oncology; Adjuvant; Cancer; Internal medicine; Family 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":[],"consensus_categories":[],"category_scores_codex":[0.00010192,0.0002603529,0.000511603,0.0001270441,0.0001830606,0.0000682401,0.00009375514,0.00007803133,0.0002051704],"category_scores_gemma":[0.000052386,0.0002116362,0.0000686444,0.0001349113,0.0001640237,0.0001863533,0.00005216579,0.0002484108,9.751406e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003026536,"about_ca_system_score_gemma":0.0005444209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01396066,"about_ca_topic_score_gemma":0.02764729,"domain_scores_codex":[0.9984714,0.00003218449,0.0003320503,0.0003779163,0.0003285668,0.0004578403],"domain_scores_gemma":[0.9988515,0.00002936478,0.0002683266,0.0004190203,0.0001518795,0.00027989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003950629,0.00007018189,0.9699312,0.0001709547,0.000107802,0.00002216013,0.001365252,0.000005615955,0.0000698619,0.00001112196,0.0002121618,0.0276386],"study_design_scores_gemma":[0.004918768,0.0001689726,0.9864222,0.0003617733,0.0001850678,0.000007405341,0.0006033382,0.000157466,0.0001869427,0.00003593893,0.006673901,0.0002782512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942907,0.002252334,0.000005058772,0.001948239,0.0004158125,0.0007538107,0.0001771292,0.00003104202,0.0001258841],"genre_scores_gemma":[0.9971987,0.0005230983,0.000008343178,0.001428684,0.00005098492,0.0005866215,0.00002214675,0.00004006575,0.0001413571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02736034,"threshold_uncertainty_score":0.9926054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154341442883743,"score_gpt":0.2979096127592197,"score_spread":0.2863661983303823,"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."}}