{"id":"W4241591865","doi":"10.1186/s13643-020-01498-0","title":"Effects of oncological care pathways in primary and secondary care on patient, professional and health systems outcomes: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Meta-analysis; Systematic review; Care pathway; Health care; Cancer; Secondary care; Tertiary care; MEDLINE; Family medicine; Primary care; Internal medicine","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":[0.02021427,0.003448874,0.02159864,0.008834953,0.0008391125,0.00430228,0.002602653,0.002449707,0.003896258],"category_scores_gemma":[0.04909517,0.00179982,0.05744268,0.00913165,0.0008829559,0.00239192,0.002094692,0.002209096,0.0003296712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004108216,"about_ca_system_score_gemma":0.005724368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101772,"about_ca_topic_score_gemma":0.01833721,"domain_scores_codex":[0.983346,0.007823634,0.005018503,0.001495622,0.001821338,0.000494947],"domain_scores_gemma":[0.962509,0.02827491,0.005374245,0.0009525794,0.002505365,0.0003839389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001085307,0.00003630215,0.003831059,0.3954094,0.5911312,0.0001029306,0.00007844609,0.0004591949,0.00009246876,0.000122704,0.0003338447,0.007317191],"study_design_scores_gemma":[0.0003172235,0.0001732278,0.003108458,0.02967206,0.9652821,0.00006288737,0.0000454081,0.0001601427,0.00008002484,0.0001593113,0.0009182622,0.00002088991],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005190928,0.9925554,0.0006288041,0.000191206,0.0001382022,0.000503445,0.0005531147,0.00002220923,0.0002165549],"genre_scores_gemma":[0.1929552,0.7982731,0.003302194,0.0009135907,0.0003061117,0.002784966,0.001110576,0.00003490068,0.000319415],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02159864,"threshold_uncertainty_score":0.1069046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.425380630442394,"score_gpt":0.5384493435933799,"score_spread":0.1130687131509859,"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."}}