{"id":"W2796601932","doi":"10.1186/s13643-018-0693-x","title":"Effects of oncological care pathways in primary and secondary care on patient, professional, and health systems outcomes: protocol for a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Saskatchewan","funders":"","keywords":"Medicine; CINAHL; Systematic review; Protocol (science); MEDLINE; Health care; Cochrane Library; Meta-analysis; Randomized controlled trial; Economic evaluation; Alternative medicine; Intensive care medicine; Nursing; Psychological intervention; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.004937958,0.0009643801,0.03477653,0.0005912571,0.0001234996,0.00009459611,0.000338289,0.0004089322,0.00001546006],"category_scores_gemma":[0.001322827,0.0005583076,0.00212058,0.000421282,0.0000995213,0.000167481,0.0001562855,0.0003192598,0.00002247278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006330606,"about_ca_system_score_gemma":0.0002714476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005025602,"about_ca_topic_score_gemma":0.0000282361,"domain_scores_codex":[0.9890032,0.001285291,0.008078457,0.001094521,0.0001114394,0.0004270513],"domain_scores_gemma":[0.9869293,0.001293101,0.01048688,0.0009498036,0.0001290045,0.000211924],"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":[0.000002815039,0.00005086805,0.00001407452,0.9899352,0.006900627,0.000001557555,0.0006651139,6.277108e-8,8.905354e-10,0.001464572,0.0003047363,0.0006604156],"study_design_scores_gemma":[0.000647345,0.0007798162,0.00003188994,0.8243936,0.07965902,0.00001496016,0.0001797563,0.000003129877,1.617923e-8,0.00007436606,0.09352247,0.0006936188],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.604387e-7,0.627854,0.00002215487,0.00001888576,0.00006920455,0.3713618,0.0004488064,0.000008482311,0.0002158896],"genre_scores_gemma":[0.000009068624,0.5645013,0.0001100093,0.0003483067,0.00001670475,0.4348575,0.00003645693,0.00003803088,0.00008265235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1655415,"threshold_uncertainty_score":0.9996868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2047225027495948,"score_gpt":0.4052524654063354,"score_spread":0.2005299626567406,"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."}}