{"id":"W2893496180","doi":"10.1200/jgo.18.69400","title":"Financial Resources Digital Navigation Tool for Metastatic Breast Cancer Patients","year":2018,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Context (archaeology); Metastatic breast cancer; Resource (disambiguation); Cancer; Finance; Business; Computer science; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002396584,0.0003895233,0.0002987404,0.002238233,0.001939585,0.001805129,0.0009081124,0.0006681032,0.05703292],"category_scores_gemma":[0.01170329,0.0001320228,0.0004033149,0.0018752,0.0003721511,0.001688088,0.002040032,0.0007603811,0.00756496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003390434,"about_ca_system_score_gemma":0.009551998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1041902,"about_ca_topic_score_gemma":0.2590671,"domain_scores_codex":[0.9989929,0.0004281898,0.00009157258,0.00004613112,0.000267617,0.0001736945],"domain_scores_gemma":[0.9934788,0.002488449,0.0004411073,0.0002527229,0.001943296,0.001395526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002218256,0.0002713416,0.01613242,0.001126055,0.00001296444,0.0004814925,0.006047213,0.0002687768,0.00041893,0.002367983,0.565794,0.406857],"study_design_scores_gemma":[0.00009647269,0.0002065166,0.02835866,0.001633982,0.00004283461,0.000366441,0.01181832,0.0006846489,0.0005624785,0.001624679,0.9544912,0.0001137702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2024163,0.003905266,0.01742586,0.05480344,0.002207926,0.008860488,0.06328987,0.009403437,0.6376873],"genre_scores_gemma":[0.5903904,0.00944901,0.1880716,0.01087144,0.001025126,0.008984118,0.03639411,0.0008127398,0.1540015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1041902,"threshold_uncertainty_score":0.2071674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869468865889123,"score_gpt":0.2834510203507481,"score_spread":0.2647563316918569,"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."}}