{"id":"W4281555432","doi":"10.1007/s40429-022-00416-9","title":"Social and Occupational Impairment Among Individuals with Ultra-processed Food Addiction","year":2022,"lang":"en","type":"article","venue":"Current Addiction Reports","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Addiction; Food addiction; Psychology; Clinical psychology; Psychiatry; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00021511,0.000254942,0.0003130632,0.001262448,0.0009031284,0.0008003028,0.0002694532,0.000402867,0.002522525],"category_scores_gemma":[0.001190692,0.0002089996,0.0003263919,0.0008028012,0.0003822639,0.0005573747,0.0008648703,0.0006263643,0.0002257527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000341878,"about_ca_system_score_gemma":0.0003309301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121712,"about_ca_topic_score_gemma":0.02057077,"domain_scores_codex":[0.9997858,0.00003135105,0.00002386038,0.00002440281,0.00004728503,0.00008727265],"domain_scores_gemma":[0.9995452,0.00005995551,0.0001731652,0.00001817919,0.00005440665,0.0001490832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004864154,0.0001728494,0.9973063,0.000005698806,0.000017665,0.0003206584,0.0002216329,0.00001550176,0.0001559101,0.00002224425,0.00004548407,0.001667375],"study_design_scores_gemma":[0.000001468527,0.00005864831,0.998521,0.000004117047,0.000009539093,0.0004002445,0.0008632084,0.00004721602,0.00001731262,0.00002799378,0.00004763597,0.000001627706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991336,0.00005873574,0.000007834972,0.00003468438,0.000003033987,0.000003378259,0.000036914,8.726905e-7,0.0007209296],"genre_scores_gemma":[0.999688,0.0000464271,0.000008647572,0.00001711888,0.000003245076,0.00000181424,0.00004353291,4.164708e-7,0.0001908173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01121712,"threshold_uncertainty_score":0.02230364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03061464197483573,"score_gpt":0.3247683198051494,"score_spread":0.2941536778303137,"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."}}