{"id":"W4230450220","doi":"10.21203/rs.3.rs-30600/v2","title":"The effects of exercise and low-calorie diets compared with low-calorie diets alone on health: a protocol for systematic reviews and meta-analyses of controlled clinical trials","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; Acadia University","funders":"Shahid Sadoughi University of Medical Sciences","keywords":"Calorie; Meta-analysis; Protocol (science); Low calorie diet; Calorie restriction; Medicine; Low calorie; Clinical trial; Environmental health; Gerontology; Physical therapy; Food science; Internal medicine; Alternative medicine; Biology; Weight loss; Obesity; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1058499,0.009145773,0.03893583,0.01857021,0.003510626,0.008572901,0.006770537,0.008580564,0.02537369],"category_scores_gemma":[0.1627117,0.005483347,0.04978881,0.01776499,0.004990055,0.006374108,0.006415914,0.008187793,0.003571143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01694888,"about_ca_system_score_gemma":0.03312985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007814151,"about_ca_topic_score_gemma":0.01555692,"domain_scores_codex":[0.8938074,0.04707692,0.04238675,0.005785618,0.00888832,0.002055111],"domain_scores_gemma":[0.9257576,0.03969985,0.01689183,0.006037353,0.01005512,0.001558235],"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":[0.006585921,0.000128171,0.0007417033,0.9220161,0.04475464,0.0003252037,0.0006864366,0.001100679,0.0009182581,0.00150501,0.007881575,0.01335619],"study_design_scores_gemma":[0.06430222,0.002665375,0.007577242,0.5134048,0.3061354,0.000633736,0.00127272,0.004695626,0.002724916,0.01009576,0.08575588,0.0007362446],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001318293,0.02421663,0.008100721,0.0008068759,0.0009407465,0.9562545,0.006749932,0.0006964954,0.0009157644],"genre_scores_gemma":[0.002147677,0.004679666,0.0129061,0.0003398859,0.00004828258,0.9786344,0.0008361112,0.00004570287,0.0003622458],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1058499,"threshold_uncertainty_score":0.5597947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5717577182921515,"score_gpt":0.6057930056900186,"score_spread":0.0340352873978671,"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."}}