{"id":"W3195897084","doi":"10.1016/j.jcpo.2021.100301","title":"Patient perspectives of value of delayed disease progression on imaging (imaging PFS). A treatment trade-off experiment","year":2021,"lang":"en","type":"article","venue":"Journal of Cancer Policy","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Merck","keywords":"Medicine; Value (mathematics); Economics; Intensive care medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004170697,0.0001523562,0.000372527,0.0002157533,0.00004750153,0.000009530461,0.00004047846,0.00001576546,0.00006058307],"category_scores_gemma":[0.00004415929,0.0001043343,0.000268198,0.0001924377,0.00006428987,0.00008649145,0.0000152147,0.00007758525,3.244038e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211896,"about_ca_system_score_gemma":0.002021209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002961465,"about_ca_topic_score_gemma":0.000004723091,"domain_scores_codex":[0.998755,0.000043136,0.0004664222,0.0001502363,0.0004152255,0.000170005],"domain_scores_gemma":[0.9988047,0.0000317583,0.0004863334,0.0001809496,0.0002691942,0.000227057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004389732,0.008437164,0.06686049,0.0002660177,0.002767042,0.001106852,0.06930701,0.001504654,0.04371728,0.002746141,0.001669931,0.7972277],"study_design_scores_gemma":[0.03246263,0.008734299,0.2434105,0.00858671,0.005889121,0.0005385083,0.04917856,0.001703133,0.6245705,0.0009514738,0.02327342,0.0007011058],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9276714,0.05831943,0.00003916421,0.01213703,0.000189571,0.0003160893,0.0000702961,0.000007922695,0.001249138],"genre_scores_gemma":[0.9966314,0.002037535,0.0005849486,0.000268827,0.0003310719,0.00003178249,0.000005282526,0.00002055823,0.00008858405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7965266,"threshold_uncertainty_score":0.4254629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104108673269188,"score_gpt":0.3909021958075307,"score_spread":0.3804913284806119,"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."}}