{"id":"W2913008299","doi":"10.1007/s11695-018-03702-6","title":"Ongoing Inconsistencies in Weight Loss Reporting Following Bariatric Surgery: a Systematic Review","year":2019,"lang":"en","type":"review","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Alexandra Hospital; Institute of Infection and Immunity; University of Alberta","funders":"Stryker","keywords":"Medicine; Weight loss; Gastric bypass; Sleeve gastrectomy; MEDLINE; Body mass index; Randomized controlled trial; Meta-analysis; Systematic review; Obesity; Surgery; General surgery; Obesity Surgery; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09817457,0.001617033,0.01000833,0.01307771,0.0009688991,0.005847879,0.003801479,0.003034309,0.003834206],"category_scores_gemma":[0.4128242,0.00242948,0.00943354,0.01756644,0.0029404,0.006685374,0.005036259,0.002642213,0.0003542926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005689596,"about_ca_system_score_gemma":0.01746039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01478772,"about_ca_topic_score_gemma":0.04365759,"domain_scores_codex":[0.8152896,0.06294445,0.0948579,0.009519255,0.01582741,0.001561292],"domain_scores_gemma":[0.5471458,0.3484829,0.07549341,0.007797682,0.01971355,0.001366615],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000316451,0.00001754046,0.008009866,0.9064419,0.03706916,0.0001191218,0.000967424,0.0001607735,0.00009230996,0.0006969546,0.004979469,0.04112909],"study_design_scores_gemma":[0.0004051524,0.00009744841,0.01569553,0.8279937,0.1290404,0.0004267858,0.001376715,0.0001540359,0.0001841971,0.001419821,0.02309012,0.0001160133],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00226236,0.9933091,0.0004555997,0.001609483,0.000487394,0.0001862035,0.001409955,0.00001435606,0.0002653906],"genre_scores_gemma":[0.06724598,0.9195611,0.003274886,0.006882952,0.0005059568,0.0009297405,0.001362689,0.00006334949,0.0001733806],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9018254,"threshold_uncertainty_score":0.5192029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0837888040607741,"score_gpt":0.3272429124068804,"score_spread":0.2434541083461063,"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."}}