{"id":"W2469968187","doi":"10.1186/s12955-016-0505-8","title":"Knowledge, attitudes, beliefs, values, preferences, and feasibility in relation to the use of injection safety devices in healthcare settings: a systematic review","year":2016,"lang":"en","type":"review","venue":"Health and Quality of Life Outcomes","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"World Health Organization","keywords":"Health care; Patient safety; MEDLINE; Medicine; Occupational safety and health; Qualitative property; Qualitative research; Applied psychology; Nursing; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01030196,0.0004022284,0.00583175,0.0004210132,0.0001209827,0.00001321492,0.0001179034,0.0003456644,0.000004702259],"category_scores_gemma":[0.01249581,0.0002312392,0.0002379939,0.0006522233,0.00009483338,0.0001379931,0.0000901012,0.0006151686,0.000003682552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006636372,"about_ca_system_score_gemma":0.002320386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007330602,"about_ca_topic_score_gemma":0.01443156,"domain_scores_codex":[0.9875752,0.00607323,0.004927898,0.0005928568,0.0004481299,0.0003827339],"domain_scores_gemma":[0.9915903,0.004176702,0.002602909,0.0007604552,0.000428206,0.0004414539],"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":[0.0000508062,0.00007869067,0.1804399,0.7778723,0.00004819839,1.65028e-7,0.0004711029,1.341811e-7,3.492944e-9,0.0002470024,0.00006836991,0.04072325],"study_design_scores_gemma":[0.0006987191,0.000374079,0.2238721,0.7544835,0.0001621357,0.00001303631,0.00007905555,0.000002566519,5.146981e-9,0.00001971457,0.02011617,0.0001790101],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000488876,0.9744029,0.00001858301,0.01342412,0.0001718136,0.01129882,0.0001597396,0.00002565421,0.000009511613],"genre_scores_gemma":[0.00222893,0.9923202,0.0001974398,0.004720533,0.00005293951,0.0003299741,0.0000726188,0.00002493319,0.00005247828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04343213,"threshold_uncertainty_score":0.9992797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2999253455198487,"score_gpt":0.4941911118996219,"score_spread":0.1942657663797732,"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."}}