{"id":"W6920684296","doi":"10.6084/m9.figshare.16714292.v1","title":"Additional file 1 of Evidence on scaling in health and social care: protocol for a living umbrella review","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Protocol (science); Systematic review; MEDLINE; Key (lock); Scaling","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01596955,0.002194228,0.003721265,0.005897176,0.001653205,0.003050419,0.002517302,0.002213757,0.8469527],"category_scores_gemma":[0.1217722,0.00215888,0.004328494,0.009628949,0.0009075989,0.003497318,0.002430994,0.002745391,0.08532063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003975622,"about_ca_system_score_gemma":0.01150146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005686843,"about_ca_topic_score_gemma":0.01018985,"domain_scores_codex":[0.9932795,0.002429537,0.002328679,0.0007410212,0.0008145414,0.0004066685],"domain_scores_gemma":[0.8956234,0.07680738,0.009764576,0.004035786,0.01239914,0.001369714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002897156,0.0001861463,0.0006191873,0.168571,0.0005102592,0.0000922805,0.0003037449,0.0008200147,0.0001893854,0.004144319,0.7962472,0.02541944],"study_design_scores_gemma":[0.06697347,0.001071788,0.01044927,0.1212709,0.002555233,0.0004893433,0.0007261214,0.001997738,0.001016972,0.03310553,0.7598828,0.0004607289],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0003374166,0.0004651003,0.002266753,0.0007356578,0.0002483318,0.05604358,0.93547,0.0004923291,0.003940701],"genre_scores_gemma":[0.003786003,0.001143923,0.01799433,0.00197298,0.0002902368,0.8328131,0.1284954,0.0005292028,0.01297491],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.8469527,"threshold_uncertainty_score":0.2183034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9207158067739983,"score_gpt":0.6180477958757261,"score_spread":0.3026680108982722,"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."}}