{"id":"W4229003880","doi":"10.2196/33967","title":"Enhancing Clinical Information Display to Improve Patient Encounters: Human-Centered Design and Evaluation of the Parkinson Disease-BRIDGE Platform","year":2022,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Usability; Variety (cybernetics); Health care; Relevance (law); Psychology; Computer science; Medicine; Human–computer interaction; Applied psychology; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006037805,0.0001858491,0.0002513699,0.0001390176,0.0004034787,0.00003521024,0.0001167356,0.00004123476,0.0001521799],"category_scores_gemma":[0.00007807818,0.0001335382,0.0001541287,0.0001326949,0.00003914916,0.0002509975,0.000182855,0.0001616182,0.00000493875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696545,"about_ca_system_score_gemma":0.0001362278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004085952,"about_ca_topic_score_gemma":0.00001178326,"domain_scores_codex":[0.9978228,0.0001787391,0.0005477643,0.0002608178,0.000978818,0.0002110229],"domain_scores_gemma":[0.9988977,0.00005242672,0.0003186133,0.0003633174,0.0001249188,0.0002430142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003096149,0.004487342,0.8826992,0.00048823,0.0008878162,0.00002437528,0.02260205,0.0004462014,0.02449997,0.0007387568,0.00225413,0.05777576],"study_design_scores_gemma":[0.00276311,0.001270724,0.9867386,0.00009025996,0.0003381567,0.000001529267,0.0007256028,0.0006340324,0.003905194,0.0001843435,0.00319724,0.0001512024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996596,0.00003764927,0.0001702149,0.00003517747,0.000311956,0.002589079,0.0001619841,0.00002750365,0.00007048405],"genre_scores_gemma":[0.9990442,0.000002243517,0.00004145596,0.0002049557,0.00003223548,0.0004495311,0.0001885358,0.0000157841,0.00002106165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1040394,"threshold_uncertainty_score":0.5445527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07798792575907833,"score_gpt":0.3592705362762597,"score_spread":0.2812826105171814,"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."}}