{"id":"W2618395048","doi":"10.3389/fpsyg.2017.00795","title":"Improving Assessment of the Spectrum of Reward-Related Eating: The RED-13","year":2017,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Center for Complementary and Integrative Health; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Psychology; Cognitive psychology; Clinical psychology; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007216688,0.0001588819,0.0003635312,0.0001076516,0.0002345517,0.0000151358,0.001286987,0.000242189,0.0002317822],"category_scores_gemma":[0.0001081806,0.0001016112,0.0001591249,0.0001697659,0.0007432855,0.00004559083,0.0001497667,0.0005233924,0.000003189645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002829912,"about_ca_system_score_gemma":0.00004002966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000684372,"about_ca_topic_score_gemma":0.000128678,"domain_scores_codex":[0.9982287,0.0003077876,0.0005770193,0.0003707361,0.0001687046,0.0003470568],"domain_scores_gemma":[0.9971486,0.00005239082,0.0009130866,0.001825559,0.00003305353,0.00002734334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003789468,0.000265389,0.9616086,0.00001045764,0.00006230055,0.000004518675,0.00099916,0.000004892269,0.0006771836,0.001302796,0.01523875,0.01978807],"study_design_scores_gemma":[0.001235659,0.0002209364,0.9881918,0.00004449716,0.00004424461,0.000008962516,0.001018381,0.0001018734,0.00004495556,0.008300107,0.0006764271,0.0001121955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9038288,0.0004725538,0.001910673,0.003675523,0.009578907,0.0005129158,0.000009416772,0.00002201105,0.07998919],"genre_scores_gemma":[0.9967762,0.00002358613,0.002082991,0.0001390364,0.00004323704,0.00003260392,0.000002043956,0.00002431445,0.0008759583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09294742,"threshold_uncertainty_score":0.4143584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887638000912824,"score_gpt":0.3507029406104652,"score_spread":0.331826560601337,"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."}}