{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002843165,0.0002482843,0.0004206763,0.000676912,0.0002840198,0.0005919802,0.0002710554,0.0004351427,0.002742127],"category_scores_gemma":[0.009551524,0.000104631,0.0007476752,0.0008785772,0.0002672648,0.0007387355,0.0007613915,0.0006108152,0.000214083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002269438,"about_ca_system_score_gemma":0.0002937868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003275983,"about_ca_topic_score_gemma":0.0003256186,"domain_scores_codex":[0.9975711,0.001399436,0.0003020478,0.0002197375,0.0003351422,0.0001726007],"domain_scores_gemma":[0.9937221,0.002690943,0.002426349,0.0002546727,0.0003811837,0.0005246922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004209233,0.001848482,0.9752243,0.0002028305,0.0002064159,0.0000812431,0.0006200309,0.0002219505,0.0002730364,0.00007490442,0.0001241999,0.01691346],"study_design_scores_gemma":[0.0002328746,0.008930624,0.9868917,0.0000587373,0.0001771972,0.0002650804,0.001451732,0.0007843701,0.0004504884,0.0002081797,0.0005290917,0.0000198922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999199,0.0001363491,0.00007985194,0.00004239986,0.000003366724,0.00004391942,0.0001606109,0.000001192107,0.000333447],"genre_scores_gemma":[0.9994499,0.00004997837,0.0001097496,0.00002718316,0.000005768085,0.000102561,0.0001348312,6.009702e-7,0.000119545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002843165,"threshold_uncertainty_score":0.01503628,"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."}}