{"id":"W3137162997","doi":"10.1542/peds.2020-043737","title":"Making Gains in Eating Disorders Outcomes Research","year":2021,"lang":"en","type":"letter","venue":"PEDIATRICS","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster Children's Hospital; Children's Hospital of Eastern Ontario; Hamilton Health Sciences; University of Ottawa","funders":"","keywords":"Medicine; Anorexia nervosa; Eating disorders; Pediatrics; Calorie; Anorexia; Low calorie diet; Randomized controlled trial; Psychiatry; Bulimia nervosa; Obesity; Weight loss; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1037365,0.001121531,0.002244263,0.005963796,0.002160074,0.009758716,0.002827529,0.003614271,0.03062467],"category_scores_gemma":[0.2402647,0.0008362326,0.002513181,0.007666643,0.003877359,0.01049323,0.01039211,0.00801938,0.009873578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003841803,"about_ca_system_score_gemma":0.01023371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002621003,"about_ca_topic_score_gemma":0.003416069,"domain_scores_codex":[0.9361907,0.03752055,0.00698197,0.003685316,0.01349493,0.002126574],"domain_scores_gemma":[0.8039466,0.1145214,0.01461296,0.02619764,0.02799911,0.01272218],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006268073,0.0004627929,0.01441814,0.002321124,0.000938841,0.00009024085,0.000737233,0.0002733589,0.00007889674,0.03285797,0.4282569,0.5189376],"study_design_scores_gemma":[0.001097377,0.0008748125,0.0536429,0.02284126,0.00107605,0.0003819471,0.002233705,0.0009637503,0.000289941,0.1157393,0.8006999,0.0001590108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01685738,0.1088934,0.0139089,0.6340786,0.08392099,0.001741788,0.01800514,0.0009989325,0.121595],"genre_scores_gemma":[0.3531944,0.1459022,0.09449714,0.2050194,0.10463,0.01063549,0.0352965,0.001566709,0.04925823],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8962635,"threshold_uncertainty_score":0.5486177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1741680463799211,"score_gpt":0.4650460616054582,"score_spread":0.2908780152255371,"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."}}