{"id":"W4404889962","doi":"10.1016/j.appet.2024.107800","title":"Food choices, microstructure of ingestive behavior and sensory perceptions after bariatric surgery in women: A cross-sectional study","year":2024,"lang":"en","type":"article","venue":"Appetite","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Association Nationale de la Recherche et de la Technologie; Diabetes Canada; Takeda Pharmaceutical Company","keywords":"Cross-sectional study; Perception; Sensory system; Medicine; Psychology; Audiology; Cognitive psychology; Neuroscience; Pathology","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":[0.0003962773,0.0001523933,0.000328308,0.0004880477,0.00004347287,0.00004755756,0.0000311813,0.0001276608,0.0003556914],"category_scores_gemma":[0.00008655823,0.0001305588,0.0001045364,0.0005384649,0.0000882444,0.0001134974,0.00004653147,0.0003042098,0.00001359632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008793752,"about_ca_system_score_gemma":0.0001198705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004599976,"about_ca_topic_score_gemma":0.00003571514,"domain_scores_codex":[0.9988075,0.00006141107,0.0003810017,0.0003306646,0.0001938439,0.0002255884],"domain_scores_gemma":[0.9992388,0.0004170145,0.00004404442,0.0001561976,0.000053421,0.00009053123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002709638,0.0001808272,0.9958584,0.0001913313,0.0000722054,0.000162739,0.00156511,9.418375e-7,0.0005346556,0.00001057189,0.00002446069,0.00112783],"study_design_scores_gemma":[0.0004774907,0.0001728648,0.9980301,0.0001051169,0.0000579087,0.0001611312,0.00040804,0.000003956177,0.00002029036,0.00001899628,0.0004250976,0.0001190239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974494,0.00144062,0.000002276055,0.00006008545,0.0005194791,0.00036197,0.00007216838,0.00004707226,0.00004691979],"genre_scores_gemma":[0.9989625,0.00008840933,0.00005414478,0.0001106782,0.0002349407,0.0001243065,0.00001131544,0.00002074518,0.0003929977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00217172,"threshold_uncertainty_score":0.5324033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719533515444924,"score_gpt":0.285162359188548,"score_spread":0.2679670240340988,"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."}}