{"id":"W6902472628","doi":"10.6084/m9.figshare.c.4400519.v1","title":"Evaluation of interventions to improve electronic health record documentation within the inpatient setting: a protocol for a systematic review","year":2019,"lang":"en","type":"other","venue":"Figshare","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Documentation; Psychological intervention; Grey literature; Protocol (science); Data extraction; Popularity; Systematic review; Quality (philosophy); MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09547693,0.006018987,0.01570288,0.0137348,0.00448766,0.006740222,0.005457768,0.007639003,0.04479388],"category_scores_gemma":[0.09362874,0.003895779,0.01901121,0.01386943,0.004675343,0.007253385,0.004849702,0.005591192,0.007418802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01516475,"about_ca_system_score_gemma":0.06594658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005184683,"about_ca_topic_score_gemma":0.01367053,"domain_scores_codex":[0.9426843,0.02558456,0.02000611,0.00318066,0.006489727,0.002054614],"domain_scores_gemma":[0.9530354,0.01943114,0.009509222,0.004549143,0.01182393,0.00165114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004399934,0.0004368856,0.0007013668,0.9209975,0.002980353,0.000646363,0.001992707,0.001003864,0.001481186,0.00429527,0.01646629,0.04459843],"study_design_scores_gemma":[0.02596952,0.00273735,0.00504583,0.7764737,0.01442587,0.0005681232,0.002400883,0.001412776,0.002410992,0.008071699,0.160122,0.0003611497],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002605041,0.001801714,0.001283409,0.0001769988,0.0001241251,0.9946391,0.001319963,0.00004731417,0.0003469198],"genre_scores_gemma":[0.000328123,0.001450232,0.003536837,0.0001167817,0.0000122664,0.9941097,0.0002560589,0.000005729337,0.000184107],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09547693,"threshold_uncertainty_score":0.5049363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04379346711842888,"score_gpt":0.38356026605125,"score_spread":0.3397667989328211,"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."}}