{"id":"W4253421038","doi":"10.21203/rs.2.22759/v3","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":"Research Square","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Secondary care; Systematic review; Meta-analysis; Care pathway; Cancer; Health 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":[0.02035353,0.003366085,0.02135406,0.008582117,0.0008829798,0.004280533,0.00262277,0.002509716,0.004029738],"category_scores_gemma":[0.05009474,0.001766109,0.05654505,0.009116755,0.0008960479,0.002430841,0.002126267,0.002245216,0.0003354409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004330373,"about_ca_system_score_gemma":0.006233849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034099,"about_ca_topic_score_gemma":0.01852806,"domain_scores_codex":[0.9837996,0.007636991,0.004770912,0.001421974,0.001868123,0.0005024399],"domain_scores_gemma":[0.9617859,0.02864468,0.005619141,0.0009297332,0.002608984,0.0004115816],"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":[0.00118026,0.00003666612,0.00384839,0.4280022,0.5582967,0.0001046477,0.00008748913,0.00045497,0.00009847179,0.0001224081,0.0003604009,0.007407411],"study_design_scores_gemma":[0.0003394737,0.000193495,0.003258158,0.03584145,0.958835,0.00006500342,0.00005337172,0.0001688582,0.00008425098,0.0001581367,0.0009803497,0.00002242006],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005291815,0.9924474,0.0006035151,0.0002106432,0.0001373569,0.0005079267,0.0005561895,0.00002347152,0.0002216869],"genre_scores_gemma":[0.1890768,0.8022514,0.003219255,0.0008835822,0.0002868274,0.00279173,0.001140456,0.0000342881,0.0003156134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02135406,"threshold_uncertainty_score":0.107641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5270600821396487,"score_gpt":0.6123658484806201,"score_spread":0.08530576634097142,"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."}}