{"id":"W2797878700","doi":"10.1016/j.jchf.2018.02.003","title":"Traveling the Interstices of Data Sharing","year":2018,"lang":"en","type":"letter","venue":"JACC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Computer science; Data science","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":[0.0006427685,0.000365778,0.0006896902,0.0001389526,0.0001189323,0.0000760345,0.0009250303,0.0004648578,0.0009080134],"category_scores_gemma":[0.0001166119,0.0002269397,0.0001947273,0.0002073456,0.0001732729,0.000179021,0.0008081092,0.001191166,0.0003483277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005737172,"about_ca_system_score_gemma":0.0001154965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001838946,"about_ca_topic_score_gemma":0.00008728926,"domain_scores_codex":[0.9975793,0.00006847455,0.0005169463,0.0007950265,0.000572619,0.000467634],"domain_scores_gemma":[0.9967536,0.0001878475,0.0001728123,0.002687582,0.0001233216,0.00007485135],"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":[0.00002189882,0.00003369606,0.0005841017,0.0005592731,0.0003801224,0.00009855637,0.0002203761,1.496735e-7,0.00008443056,0.00001262937,0.997198,0.0008068033],"study_design_scores_gemma":[0.0004936475,0.0001868819,0.0001941686,0.0007859025,0.0007683059,0.00005903035,0.0002051319,0.0001875634,0.0001209013,0.00003262967,0.9967733,0.0001925581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008213939,0.0002700948,0.0001869695,0.9960672,0.0003736401,0.0009463233,0.00007622679,0.00008890856,0.001169218],"genre_scores_gemma":[0.009848049,0.00009717477,0.05209271,0.8984689,0.01925866,0.00009421361,0.003360069,0.0002255536,0.01655465],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09759831,"threshold_uncertainty_score":0.994211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08747612177455914,"score_gpt":0.3344444076747131,"score_spread":0.2469682859001539,"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."}}