{"id":"W4412692902","doi":"10.15605/jafes.037.afes.88","title":"EDMONTON OBESITY STAGING SYSTEM IMPLEMENTATION AND EFFECTIVENESS IN AN AUSTRALIAN MULTIDISCIPLINARY WEIGHT MANAGEMENT CLINIC OVER A TWO-YEAR PERIOD","year":2022,"lang":"en","type":"article","venue":"Journal of the ASEAN Federation of Endocrine Societies","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multidisciplinary approach; Obesity; Weight management; Period (music); Body weight; Management of obesity; Multidisciplinary team; Weight loss; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004026876,0.0002651469,0.000399646,0.001046703,0.00115659,0.001040607,0.0007121073,0.0004560945,0.001137728],"category_scores_gemma":[0.009852428,0.0003383355,0.0004948435,0.001105521,0.0006228235,0.000815903,0.002199876,0.0006385679,0.000235252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003528621,"about_ca_system_score_gemma":0.003402541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09065228,"about_ca_topic_score_gemma":0.1156312,"domain_scores_codex":[0.9965473,0.00141427,0.0003225243,0.0003892705,0.0008281477,0.0004985773],"domain_scores_gemma":[0.9930466,0.0009160284,0.00275412,0.0002152743,0.001370412,0.00169764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008536984,0.001281897,0.9600881,0.0001153647,0.00005960644,0.0002166999,0.004623863,0.0001965675,0.0003692748,0.00003989042,0.000746043,0.03140914],"study_design_scores_gemma":[0.00003607549,0.001094202,0.99641,0.00003262949,0.00002385263,0.0000965781,0.001502841,0.0004545461,0.00006562468,0.000009851051,0.0002637826,0.00001008668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992216,0.0001224548,0.0000321075,0.00009123733,0.000006508109,0.00007407412,0.0000571107,0.000003539413,0.0003913162],"genre_scores_gemma":[0.9987637,0.0001836828,0.0002848864,0.00009093125,0.00001065889,0.0001228823,0.0001497573,0.000001917956,0.0003914255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09065228,"threshold_uncertainty_score":0.1802493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04293461947472735,"score_gpt":0.4659181204433245,"score_spread":0.4229835009685972,"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."}}