{"id":"W2588254687","doi":"10.1177/0272989x17691954","title":"Experienced Probabilities Increase Understanding of Diagnostic Test Results in Younger and Older Adults","year":2017,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Test (biology); Diagnostic test; Psychology; Medicine; Gerontology; Pediatrics","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":[0.002626148,0.0003280656,0.0002611091,0.0005621604,0.0003369583,0.00116768,0.0002147716,0.0008361257,0.006028031],"category_scores_gemma":[0.02720938,0.0002795308,0.0002874671,0.0001163852,0.0006002156,0.001686344,0.001312113,0.0007027464,0.0003812105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004310522,"about_ca_system_score_gemma":0.0003611298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130023,"about_ca_topic_score_gemma":0.001673747,"domain_scores_codex":[0.9990619,0.000367729,0.00009227737,0.0001287198,0.0002584089,0.00009093966],"domain_scores_gemma":[0.987093,0.006902983,0.00369958,0.0004862927,0.0009416867,0.0008764181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001241268,0.001377339,0.7378378,0.0004761876,0.0001337025,0.001034592,0.1511018,0.0005138639,0.01114332,0.0008302135,0.002208596,0.09210125],"study_design_scores_gemma":[0.0001303506,0.002019195,0.9396406,0.0003142065,0.0001227178,0.001415506,0.04473867,0.002128266,0.002263663,0.002176363,0.004968231,0.00008214924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998033,0.0001878265,0.0002968851,0.0001580944,0.000007976182,0.00001439018,0.00002547675,0.000006356572,0.001270012],"genre_scores_gemma":[0.9987471,0.0001750243,0.0004044771,0.0001762316,0.0000171982,0.00001259534,0.00003592236,0.00000290125,0.0004285947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006028031,"threshold_uncertainty_score":0.02016574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.201468063544321,"score_gpt":0.4574371396016214,"score_spread":0.2559690760573005,"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."}}