{"id":"W4288525815","doi":"10.1186/s13012-019-0878-2","title":"Proceedings from the 11th Annual Conference on the Science of Dissemination and Implementation","year":2019,"lang":"en","type":"article","venue":"Implementation Science","topic":"Research Data Management Practices","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Women's College Hospital; Public Health Ontario; Centre for Addiction and Mental Health","funders":"Penn State College of Medicine; Centers for Disease Control and Prevention; National Institute for Health and Care Research; National Institute of Mental Health; Children’s Hospital of Wisconsin Research Institute; Pennsylvania State University; University of Washington; University of Pennsylvania; Florida Department of Health","keywords":"Health administration; Health informatics; Medicine; Health services research; Public health; Library science; Nursing; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05607949,0.001898204,0.002395662,0.004257877,0.002082852,0.01064812,0.003457468,0.007449258,0.1534064],"category_scores_gemma":[0.1237269,0.001449544,0.001768501,0.003208227,0.003961751,0.009380716,0.00648727,0.006385029,0.06195607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005279641,"about_ca_system_score_gemma":0.01419053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005348182,"about_ca_topic_score_gemma":0.003528635,"domain_scores_codex":[0.9756721,0.01257663,0.002651722,0.00182187,0.006024576,0.001253059],"domain_scores_gemma":[0.9228674,0.03687644,0.003535764,0.01051295,0.02035229,0.00585509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001924496,0.0002274227,0.0009379732,0.001956718,0.0000698728,0.00008562162,0.0004163964,0.0002026174,0.0004608044,0.01913891,0.359374,0.6169372],"study_design_scores_gemma":[0.0000535326,0.00007797963,0.001165992,0.003328037,0.0000385582,0.00007306795,0.0002107869,0.0002294142,0.0001678112,0.006421313,0.9882118,0.00002166195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003299775,0.2262354,0.06878087,0.137632,0.06016707,0.004686101,0.003045125,0.003513547,0.4926402],"genre_scores_gemma":[0.07074446,0.2761297,0.1471004,0.03583981,0.0221558,0.02097769,0.01121974,0.002971255,0.4128611],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1534064,"threshold_uncertainty_score":0.5131955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164216219585053,"score_gpt":0.4832253121731125,"score_spread":0.3668036902146072,"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."}}