{"id":"W4409281687","doi":"10.2196/66554","title":"Examining Weight Suppression, Leptin Levels, Glucagon-Like Peptide 1 Response, and Reward-Related Constructs in Severity and Maintenance of Bulimic Syndromes: Protocol and Sample Characteristics for a Cross-Sectional and Longitudinal Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Mental Health","keywords":"Leptin; Cross-sectional study; Psychology; Medicine; Longitudinal study; Clinical psychology; Protocol (science); Internal medicine; Obesity; Endocrinology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01320477,0.001980617,0.001947829,0.00172046,0.004312972,0.0009856556,0.001819324,0.002031863,0.007226042],"category_scores_gemma":[0.007003517,0.001715824,0.001897248,0.001904273,0.001453525,0.0008296248,0.001814345,0.002180546,0.00225571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002288584,"about_ca_system_score_gemma":0.01031517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009737561,"about_ca_topic_score_gemma":0.01652995,"domain_scores_codex":[0.9952974,0.002461588,0.00053574,0.0006376156,0.000576914,0.0004908892],"domain_scores_gemma":[0.9955512,0.0006342556,0.0005979302,0.0009154773,0.001602753,0.0006983649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1341773,0.2016977,0.4964638,0.003921236,0.002102053,0.002191758,0.006092235,0.008142284,0.03009504,0.005021109,0.01777817,0.09231716],"study_design_scores_gemma":[0.05554666,0.1980456,0.6896564,0.0008425428,0.001164574,0.0007186541,0.003368952,0.004440947,0.007084884,0.00230342,0.03643573,0.0003915431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2212774,0.0003553609,0.01068462,0.0001914816,0.0001159118,0.7601434,0.005131031,0.0001058663,0.001994994],"genre_scores_gemma":[0.04853214,0.000197382,0.01239428,0.0002524501,0.00002730041,0.9349577,0.002501738,0.00001178871,0.001125206],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01320477,"threshold_uncertainty_score":0.06983435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.265528718373691,"score_gpt":0.5375013189125065,"score_spread":0.2719726005388155,"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."}}