{"id":"W4414847312","doi":"10.2196/80531","title":"Advancing Knowledge of Values-Clarification Processes During Complex Decision-Making Among Older Adults With Advanced Cancer: Protocol for a Pilot Randomized Trial Using Simulated Patient-Clinician Encounters","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Protocol (science); Intervention (counseling); Research design; MEDLINE","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":[0.03472642,0.005113419,0.007068485,0.002705379,0.003635697,0.003920985,0.003668868,0.006491033,0.06224285],"category_scores_gemma":[0.05313978,0.00230544,0.006314535,0.002990472,0.003528062,0.003288614,0.002642372,0.009469463,0.009458383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005520865,"about_ca_system_score_gemma":0.01529188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002706238,"about_ca_topic_score_gemma":0.004288444,"domain_scores_codex":[0.9760249,0.01447359,0.003086051,0.001801743,0.00240697,0.002206701],"domain_scores_gemma":[0.968802,0.01080418,0.006066849,0.004165136,0.006792816,0.00336906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8509311,0.05293355,0.001384727,0.0200217,0.00251741,0.0003387118,0.001582235,0.004143017,0.00296346,0.005344822,0.01335993,0.04447931],"study_design_scores_gemma":[0.8560748,0.09813407,0.002553738,0.003646531,0.001322971,0.00005172166,0.0005656432,0.002368711,0.001672909,0.003664816,0.02979935,0.0001447807],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001544065,0.000057125,0.0005407119,0.00006216562,0.00013243,0.9970449,0.0002680904,0.00003209594,0.0003184712],"genre_scores_gemma":[0.0009297947,0.00003171047,0.0009001757,0.00003671298,0.00001078212,0.9979587,0.0000306955,0.000001630436,0.00009986629],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06224285,"threshold_uncertainty_score":0.2082231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3274501783943845,"score_gpt":0.6262966224052701,"score_spread":0.2988464440108856,"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."}}