{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"6957db19fbe4","filters":{"venue":"Psychopathology Review"}},"results":[{"id":"W2316471247","doi":"10.5127/pr.037014","title":"Nondieting Psychological Interventions for Individuals who are Overweight or Obese: A Systematic Review of the Evidence","year":2015,"lang":"en","type":"review","venue":"Psychopathology Review","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Overweight; Psychological intervention; Weight loss; Psychosocial; Psychopathology; Obesity; Psychology; Clinical psychology; Dieting; Randomized controlled trial; Medicine; Psychiatry; Internal medicine","authors":[{"name":"Danielle E. MacDonald","is_ca":true},{"name":"Stephanie E. Cassin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3069701015489754,"gpt":0.5306689232976514,"spread":0.223698821748676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003939291,0.001228554,0.005541389,0.005030655,0.0004832761,0.001607321,0.001422726,0.001262994,0.004543055],"category_scores_gemma":[0.01418896,0.0006441094,0.004737961,0.0054584,0.0005244396,0.001274511,0.001051993,0.001118257,0.000314224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938493,"about_ca_system_score_gemma":0.005668341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005822786,"about_ca_topic_score_gemma":0.01923094,"domain_scores_codex":[0.9979244,0.0006806249,0.0007010211,0.0001776927,0.000433792,0.00008246662],"domain_scores_gemma":[0.9930139,0.005196878,0.0010526,0.00009190096,0.0005136359,0.0001310606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002503239,0.00002987725,0.0003531066,0.8723537,0.004547256,0.00006790832,0.0001117858,0.00007947559,0.0001422733,0.0001791668,0.002092868,0.1197923],"study_design_scores_gemma":[0.0004531316,0.0003446067,0.005023822,0.88929,0.06200654,0.0005324145,0.0003161324,0.0000906099,0.0002568994,0.0003839295,0.04126626,0.00003563051],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002844104,0.9993082,0.00004613956,0.0000865371,0.00003827987,0.00006532444,0.00006479618,0.000003319148,0.0001030953],"genre_scores_gemma":[0.002898128,0.996573,0.0001913813,0.0001344908,0.00002120513,0.00008832144,0.0000496096,0.000001553993,0.00004239997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005822786,"threshold_uncertainty_score":0.02083319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}