{"id":"W6944035776","doi":"10.17605/osf.io/36dwx","title":"Assessing a Nutrition Educational Tool for Adolescents Undergoing Bariatric Surgery","year":2024,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Obesity; Weight loss; Severe obesity; Dietary protein; Muscle mass; Resource (disambiguation)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002903884,0.000425939,0.000575397,0.001186414,0.0005375858,0.0007049069,0.0005846142,0.0007318624,0.005064333],"category_scores_gemma":[0.008947421,0.0002607047,0.0008509727,0.0005073492,0.0001673344,0.000872577,0.0008422803,0.001314328,0.001121364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006828175,"about_ca_system_score_gemma":0.00144292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164302,"about_ca_topic_score_gemma":0.007319601,"domain_scores_codex":[0.9988175,0.0004126401,0.0002265866,0.00006160975,0.0003285948,0.000152971],"domain_scores_gemma":[0.9965404,0.001191062,0.0008225057,0.00007196268,0.000743615,0.0006304043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004594963,0.005397866,0.6846499,0.001395654,0.0001224004,0.001390286,0.005612696,0.0004772404,0.001559042,0.0004847859,0.06239193,0.2360588],"study_design_scores_gemma":[0.000290136,0.004262971,0.9325739,0.001379885,0.0001773292,0.003278794,0.006171509,0.00316555,0.001580173,0.0005174516,0.04648769,0.000114693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709945,0.001282206,0.002975242,0.00418838,0.0004127718,0.003792553,0.002457615,0.0003066741,0.01359013],"genre_scores_gemma":[0.9164916,0.003850027,0.06492317,0.001506699,0.0001249859,0.004598375,0.003063242,0.00005861457,0.005383294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005064333,"threshold_uncertainty_score":0.01694191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05330452578315847,"score_gpt":0.3921774418744016,"score_spread":0.3388729160912431,"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."}}