{"id":"W2746648482","doi":"10.1097/ans.0000000000000180","title":"Characteristics of Reviews Published in Nursing Literature","year":2017,"lang":"en","type":"review","venue":"Advances in Nursing Science","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Systematic review; Data extraction; Critical appraisal; Rigour; MEDLINE; Psychology; Nursing literature; Process (computing); Quality (philosophy); Management science; Medicine; Computer science; Alternative medicine; Political science; Epistemology; Engineering","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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.06303018,0.00149551,0.004754485,0.05968806,0.001494863,0.005955497,0.00204371,0.002039506,0.0102778],"category_scores_gemma":[0.4405071,0.001221724,0.006255296,0.08770778,0.001161793,0.005183184,0.003987986,0.002013815,0.002751643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007386907,"about_ca_system_score_gemma":0.01866198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005738266,"about_ca_topic_score_gemma":0.01358473,"domain_scores_codex":[0.8218747,0.03658652,0.1046792,0.00486013,0.03007075,0.00192883],"domain_scores_gemma":[0.4457372,0.34532,0.115879,0.009494147,0.07984628,0.003723413],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001380828,0.00007010961,0.03684069,0.4875917,0.01067283,0.0006565136,0.00386128,0.0004052236,0.0007134415,0.002873385,0.06261552,0.3923185],"study_design_scores_gemma":[0.000716896,0.0004821777,0.1245914,0.4225468,0.02137666,0.005407623,0.003725343,0.0003499137,0.0009677628,0.004053409,0.4155262,0.0002558127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01279288,0.9194263,0.004402335,0.004789754,0.001410824,0.003714229,0.04146887,0.0002663336,0.01172854],"genre_scores_gemma":[0.1195266,0.7927473,0.02163596,0.005363313,0.001423681,0.02137137,0.0332413,0.0004496233,0.004240839],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9403119,"threshold_uncertainty_score":0.3333394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5801553420506446,"score_gpt":0.6202064427577328,"score_spread":0.04005110070708828,"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."}}