{"id":"W3162761077","doi":"10.2196/29614","title":"Preferences of the Public for Sharing Health Data: Discrete Choice Experiment","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NordForsk","keywords":"Computer science; Public health; Data science; Psychology; Medicine","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":[0.003187828,0.0001404556,0.000458654,0.00004346951,0.000590614,0.00001847618,0.001225284,0.0002397962,0.000299186],"category_scores_gemma":[0.002280752,0.00008757954,0.00006353085,0.0003122374,0.00009035689,0.000357813,0.001047429,0.0008514444,0.00002744444],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002947089,"about_ca_system_score_gemma":0.007442445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000191288,"about_ca_topic_score_gemma":0.001375771,"domain_scores_codex":[0.9956352,0.0004013718,0.001980269,0.0001775259,0.0009435111,0.0008621005],"domain_scores_gemma":[0.9959456,0.001200871,0.0009096414,0.00124395,0.0002355652,0.0004644175],"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":[0.00007470803,0.0006379273,0.05755473,0.0485441,0.0003633953,0.000001497557,0.1138051,0.000003607122,0.00004522233,0.07607057,0.5994174,0.1034817],"study_design_scores_gemma":[0.00178743,0.0001711417,0.00141643,0.002451961,0.00001046985,0.00000772267,0.02323165,0.01872921,0.0000719876,0.0004803724,0.951453,0.0001886618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7220643,0.006385423,0.02643672,0.1802311,0.01368864,0.02023985,0.000970786,0.0005296208,0.02945355],"genre_scores_gemma":[0.9629434,0.0007732851,0.005445875,0.02197102,0.001829792,0.002944868,0.0007930872,0.0000697763,0.003228925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3520355,"threshold_uncertainty_score":0.9981844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2053718313036317,"score_gpt":0.5179340726862215,"score_spread":0.3125622413825898,"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."}}