{"id":"W4402793765","doi":"10.2139/ssrn.4966406","title":"When Peers Matter More: The Dominance of Social Influence Over Algorithm Accuracy in Patient Decision Making","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"AI in Service Interactions","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dominance (genetics); Computer science; Algorithm; Psychology; Biology","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":[0.0009279119,0.0001675709,0.000176352,0.0002279599,0.0001985696,0.000289256,0.001124258,0.00007180304,0.00006847108],"category_scores_gemma":[0.00008279456,0.0001273777,0.0001432251,0.0005410029,0.00006116873,0.001289019,0.0002735938,0.001864705,0.0001056581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068107,"about_ca_system_score_gemma":0.0009482978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000129985,"about_ca_topic_score_gemma":0.0004634473,"domain_scores_codex":[0.9973518,0.0001036128,0.0005299566,0.0003029104,0.0005562624,0.00115547],"domain_scores_gemma":[0.998807,0.0004664201,0.0002394139,0.0003254685,0.0001295172,0.00003219094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006069372,0.0001218574,0.001710452,0.00002838036,0.0001404761,0.00005517306,0.02096313,0.001702558,0.0006963611,0.04350562,0.003806476,0.9272088],"study_design_scores_gemma":[0.001022575,0.0003290904,0.02988275,0.001303728,0.00006590638,0.003364911,0.003762113,0.07287631,0.0004106115,0.8347705,0.05132828,0.000883201],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5423825,0.00111474,0.4501544,0.005356571,0.0006821299,0.0001383997,0.000002889002,0.00003211997,0.0001362986],"genre_scores_gemma":[0.9869274,0.0001709948,0.01184083,0.0007165063,0.0001493238,0.00001292664,5.146006e-7,0.0000195121,0.0001619156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9263256,"threshold_uncertainty_score":0.8101317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006853290936326475,"score_gpt":0.2962708789621479,"score_spread":0.2894175880258215,"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."}}