{"id":"W2579564243","doi":"10.1186/s13643-016-0401-7","title":"Risk assessment tools to predict location of discharge and need for supportive services for medical patients after discharge from hospital: a systematic review protocol","year":2017,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; Université Laval; University of Ottawa","funders":"","keywords":"Medicine; CINAHL; MEDLINE; Intensive care medicine; Protocol (science); Hospital discharge; Systematic review; Residence; Acute care; Health care; Medical emergency; Emergency medicine; Psychological intervention; Nursing; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05514675,0.004524453,0.01686467,0.01481068,0.003657573,0.005723874,0.004727631,0.005373797,0.03866155],"category_scores_gemma":[0.07026694,0.004157231,0.02009557,0.01197513,0.003390356,0.006537754,0.004800959,0.004482214,0.004099473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0134405,"about_ca_system_score_gemma":0.06313501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007923887,"about_ca_topic_score_gemma":0.0190421,"domain_scores_codex":[0.9743806,0.009453864,0.01012089,0.001885904,0.003145073,0.001013639],"domain_scores_gemma":[0.9673272,0.01418729,0.007487891,0.002218881,0.007749879,0.001028754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002011816,0.0001853042,0.0009882306,0.9572663,0.004253755,0.0002668566,0.0009855619,0.0005658534,0.0003709355,0.001354498,0.005567339,0.02618346],"study_design_scores_gemma":[0.01747042,0.001879236,0.007855698,0.839774,0.05058506,0.0005950253,0.002650556,0.001366993,0.001488167,0.004146017,0.07175253,0.0004362558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001189486,0.009277236,0.001848554,0.0004255385,0.0001269974,0.9826424,0.003850142,0.000093271,0.0005463058],"genre_scores_gemma":[0.00177594,0.005775518,0.005007533,0.0002139234,0.0000180184,0.9862136,0.0006777267,0.000008940257,0.0003086478],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05514675,"threshold_uncertainty_score":0.2916474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04754813717778568,"score_gpt":0.4080280327603649,"score_spread":0.3604798955825792,"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."}}