{"id":"W4380738445","doi":"10.1002/jhm.13148","title":"Designing health outcomes through patient data ownership","year":2023,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Medicine; Health care; MEDLINE; Public relations; Internet privacy; Computer science; Law","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":[0.006644118,0.0002216106,0.001050622,0.0002714413,0.0004958542,0.000004990872,0.0007237854,0.0001466186,0.0001703287],"category_scores_gemma":[0.00377648,0.0001338351,0.00007352609,0.0006826721,0.00008219138,0.0004055804,0.0002206146,0.001511373,0.000249406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006060327,"about_ca_system_score_gemma":0.001828077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006600055,"about_ca_topic_score_gemma":0.00008505363,"domain_scores_codex":[0.9940704,0.001079236,0.002439356,0.0002798694,0.001028418,0.001102783],"domain_scores_gemma":[0.9941881,0.001947092,0.002297679,0.0007346033,0.0003665247,0.0004659837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007252279,0.0001165789,0.1387856,0.0008799505,0.0001676906,0.0001691828,0.03327708,0.000006916514,0.00005529973,0.000524484,0.8075178,0.01842686],"study_design_scores_gemma":[0.01078075,0.03076367,0.1232048,0.01404322,0.00017625,0.0001284002,0.1421478,0.0003531176,0.00003165079,0.005307991,0.6722462,0.0008161483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4605455,0.01058912,0.004679743,0.4849401,0.03205752,0.002926358,0.00005155778,0.0003340062,0.003876129],"genre_scores_gemma":[0.9790291,0.002027028,0.002455774,0.01100271,0.004079487,0.00003110549,0.00006182762,0.00009115421,0.00122184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5184836,"threshold_uncertainty_score":0.6566246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2294862874577674,"score_gpt":0.5064892568471475,"score_spread":0.2770029693893801,"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."}}