{"id":"W4403935103","doi":"10.1097/asw.0000000000000208","title":"Opportunities and Solutions: Unintentional Weight Loss","year":2024,"lang":"en","type":"review","venue":"Advances in Skin & Wound Care","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Medicine; Malnutrition; Weight loss; Multidisciplinary approach; Intensive care medicine; Nutritionist; Obesity; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001635416,0.0002894414,0.0009401115,0.000401864,0.0001116824,0.00003648947,0.00008841192,0.0001944614,0.0001468998],"category_scores_gemma":[0.00002760427,0.0002342659,0.0002069334,0.0002662804,0.0002309768,0.00015294,0.00008695365,0.0006332862,0.00004579861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003388117,"about_ca_system_score_gemma":0.0004272204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007208374,"about_ca_topic_score_gemma":0.00004847558,"domain_scores_codex":[0.9984168,0.00006965306,0.0005558928,0.0003887075,0.0002544243,0.0003144763],"domain_scores_gemma":[0.9993165,0.00009732952,0.00011492,0.0002122122,0.0001183468,0.0001406595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006569192,0.00002433213,0.00002077397,0.09458043,0.00003296248,0.0003070214,0.0001581081,1.045353e-7,4.640927e-9,0.01964505,0.001293641,0.883931],"study_design_scores_gemma":[0.0002676797,0.00004291439,0.000004206028,0.05616601,0.000409499,0.0005610376,0.001039175,0.000001688388,3.496195e-8,0.001852287,0.9394615,0.0001939956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000140342,0.9887656,0.00001761185,0.0005267642,0.00107312,0.0005695182,0.0001413061,0.00006029134,0.008844364],"genre_scores_gemma":[0.00002852601,0.9955442,0.000428874,0.0002909082,0.0005112014,0.0002449548,0.0006007679,0.00004284636,0.002307719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9381678,"threshold_uncertainty_score":0.9553084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120098799186706,"score_gpt":0.4277655909047335,"score_spread":0.3076667917180275,"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."}}