{"id":"W2146000019","doi":"10.1161/circoutcomes.113.000723","title":"Long-Term Effects of 4 Popular Diets on Weight Loss and Cardiovascular Risk Factors","year":2014,"lang":"en","type":"review","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital; Jewish General Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Weight loss; Medicine; Cochrane Library; Randomized controlled trial; Demography; Animal science; Internal medicine; Pediatrics; Obesity; Biology","routes":{"ca_aff":true,"ca_fund":true,"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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008319502,0.0009512127,0.007666405,0.0004412871,0.001373879,0.00004155115,0.0003142587,0.001571237,0.00004143358],"category_scores_gemma":[0.002573021,0.0007424088,0.00486292,0.0003420803,0.0002548677,0.0003052153,0.0002589198,0.00192698,0.00009724154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001956826,"about_ca_system_score_gemma":0.0002535447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007666888,"about_ca_topic_score_gemma":0.00004413835,"domain_scores_codex":[0.981182,0.01320171,0.002245391,0.001272698,0.001330427,0.0007678245],"domain_scores_gemma":[0.9901655,0.005306326,0.001710999,0.002155649,0.0002343827,0.0004270979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001522673,0.00008255824,0.4276145,0.2257581,0.01232129,0.00002488571,0.0008023817,0.00002183779,2.451614e-8,0.00101155,0.00002483574,0.3323228],"study_design_scores_gemma":[0.001231018,0.0000500086,0.594169,0.009743962,0.01035046,0.000006887039,0.00006027877,0.000002161565,2.698901e-7,0.000128705,0.383606,0.0006513054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02890875,0.9643661,0.001296424,0.0000448586,0.001517414,0.003457098,0.0001074518,0.0001195641,0.0001823873],"genre_scores_gemma":[0.02733913,0.9714006,0.00004374552,0.0001338712,0.0004853125,0.0001824869,0.0002241429,0.0001109132,0.00007983188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3835812,"threshold_uncertainty_score":0.9999262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219776530893074,"score_gpt":0.4567470094216995,"score_spread":0.3347693563323922,"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."}}