{"id":"W4225396572","doi":"10.2196/35219","title":"Determinants of Laypersons’ Trust in Medical Decision Aids: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Decision aids; Medicine; Psychology; Family medicine; Alternative medicine; Internal medicine; Pathology","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":[0.01172621,0.002111793,0.005232697,0.0009137104,0.001544746,0.002127619,0.001675017,0.004314346,0.01813176],"category_scores_gemma":[0.02937449,0.001315548,0.004822565,0.0009396775,0.002836659,0.003250481,0.001434089,0.004764866,0.001308923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002271167,"about_ca_system_score_gemma":0.003436988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001916099,"about_ca_topic_score_gemma":0.002100299,"domain_scores_codex":[0.9849107,0.009993608,0.001410197,0.001754139,0.0008092877,0.001121946],"domain_scores_gemma":[0.9754962,0.01403462,0.005474099,0.001678731,0.001048042,0.002268347],"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":[0.9727606,0.0138939,0.00150353,0.001555009,0.001825076,0.0000283525,0.0002119984,0.0001544731,0.0001551972,0.0001887849,0.0005406382,0.007182368],"study_design_scores_gemma":[0.9069658,0.08540683,0.002958416,0.0003184188,0.002034203,0.00001774458,0.0001504712,0.0008218337,0.0001854729,0.0005557756,0.0005490613,0.000035964],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450893,0.004408344,0.001833798,0.00139031,0.001485834,0.04101479,0.001240777,0.0001904822,0.003346291],"genre_scores_gemma":[0.9288317,0.001464363,0.003808778,0.00111378,0.0005597529,0.06197793,0.0003529531,0.00002053976,0.001870277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01813176,"threshold_uncertainty_score":0.06201482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045638790332477,"score_gpt":0.4532664414707986,"score_spread":0.3487025624375508,"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."}}