{"id":"W2921192143","doi":"10.1634/theoncologist.2018-0711","title":"What Is Important When Making Treatment Decisions in Metastatic Breast Cancer? A Qualitative Analysis of Decision-Making in Patients and Oncologists","year":2019,"lang":"en","type":"article","venue":"The Oncologist","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Medicine; Metastatic breast cancer; Oncology; Clinical decision making; Qualitative research; Internal medicine; Intensive care medicine; Cancer; Sociology","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":[0.02302693,0.0006972891,0.0008826241,0.001853871,0.0105849,0.005933547,0.002179315,0.002418782,0.002851869],"category_scores_gemma":[0.03655146,0.0006802327,0.0006433048,0.002097681,0.01183874,0.004752709,0.005303407,0.004161171,0.0002978071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008975291,"about_ca_system_score_gemma":0.009693872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009775776,"about_ca_topic_score_gemma":0.01268478,"domain_scores_codex":[0.9677247,0.02693046,0.0006963272,0.0008699252,0.001402331,0.002376324],"domain_scores_gemma":[0.949396,0.0428903,0.001740939,0.0005691841,0.002615918,0.002787586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004083706,0.00002194351,0.0009943143,0.0001163789,0.000004713858,0.0004188108,0.9931687,0.00005018399,0.0002924127,0.001702837,0.0005704503,0.002618428],"study_design_scores_gemma":[0.000006361884,0.0000182539,0.000340185,0.0001382203,0.000003225793,0.0001332804,0.9921094,0.0001007519,0.0001505621,0.0007136238,0.006275273,0.00001096343],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605248,0.001442942,0.009673194,0.01496331,0.0002590841,0.000572293,0.0004414685,0.00003742954,0.01208537],"genre_scores_gemma":[0.9902031,0.0008956105,0.003804784,0.002102545,0.00003698509,0.0004601037,0.0001376771,0.00003943021,0.002319742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02302693,"threshold_uncertainty_score":0.1217795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04384959586928919,"score_gpt":0.4325315210123494,"score_spread":0.3886819251430602,"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."}}