{"id":"W4288439492","doi":"10.1093/jnci/djac128","title":"Listening to the Patient Voice Adds Value to Cancer Clinical Trials","year":2022,"lang":"en","type":"letter","venue":"JNCI Journal of the National Cancer Institute","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"Health Canada; Genentech; National Institute for Health and Care Research; Cancer Research UK; Academy of Medical Sciences; Johns Hopkins University; Patient-Centered Outcomes Research Institute","keywords":"Active listening; Value (mathematics); Audiology; Medicine; Cancer; Psychology; Computer science; Communication; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07661521,0.0007896319,0.002169686,0.001502955,0.00427525,0.0121713,0.003784506,0.06549932,0.006979724],"category_scores_gemma":[0.3827148,0.001120059,0.002580559,0.002441428,0.01590683,0.01446909,0.004646669,0.0691446,0.006029791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009089872,"about_ca_system_score_gemma":0.01260751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004154136,"about_ca_topic_score_gemma":0.005686223,"domain_scores_codex":[0.9099895,0.05969104,0.008851404,0.005418771,0.01430201,0.001747344],"domain_scores_gemma":[0.4784713,0.4720078,0.009418491,0.01026259,0.02365656,0.006183215],"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":[0.0000803175,0.00002229864,0.0006277002,0.0002445443,0.00003593309,0.0006176183,0.0007283575,0.000174916,0.0000750201,0.01595754,0.9577354,0.02370036],"study_design_scores_gemma":[0.0002282617,0.00009281308,0.001178823,0.001546512,0.00006135998,0.002136116,0.001202479,0.00110878,0.0002426182,0.07859126,0.9134489,0.0001619484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001020435,0.0007460051,0.0001528846,0.9940615,0.004098637,0.000006004953,0.00001321063,0.000007930712,0.0008117022],"genre_scores_gemma":[0.002286822,0.000917251,0.0004654599,0.9747318,0.02062181,0.00003260324,0.000009238254,0.00001755797,0.0009173749],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07661521,"threshold_uncertainty_score":0.4051848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2410142328662934,"score_gpt":0.4071362738200089,"score_spread":0.1661220409537155,"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."}}