{"id":"W2242123590","doi":"10.1159/000171026","title":"Review Sessions","year":2012,"lang":"en","type":"article","venue":"Obesity Facts","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; Ministry of Health, State of Israel; Agence Nationale de la Recherche","keywords":"Medicine; Family medicine","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001972158,0.0001497413,0.0003338267,0.00005314442,0.001589965,0.000005212998,0.0001856744,0.0002131695,0.01206084],"category_scores_gemma":[0.0008816378,0.0001238938,0.00006949716,0.0002146062,0.00003197354,0.0007659036,0.0001627602,0.0009798451,0.03746931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128881,"about_ca_system_score_gemma":0.0002549687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003026825,"about_ca_topic_score_gemma":0.0001842663,"domain_scores_codex":[0.997286,0.0009352604,0.0004279631,0.000177626,0.0002311298,0.0009420041],"domain_scores_gemma":[0.9977505,0.0008626364,0.0002943825,0.0004193773,0.0001148186,0.0005583253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009664618,0.0003620379,0.3793821,0.008400935,0.00001555605,0.000002092428,0.00156454,7.562925e-8,0.00004034401,0.003264762,0.6046113,0.002346613],"study_design_scores_gemma":[0.0001562391,0.00001394699,0.2423796,0.003130774,0.00004135512,0.000002014523,0.0002833213,7.823139e-7,0.00001240526,0.00009148737,0.7537692,0.0001188576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3467943,0.124873,0.0002616836,0.02591735,0.005071347,0.00311614,0.00004788694,0.0006779818,0.4932404],"genre_scores_gemma":[0.800307,0.07466907,0.001329463,0.09620661,0.001834707,0.0001682442,0.00005552496,0.00004773116,0.02538163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4678587,"threshold_uncertainty_score":0.9997098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1525831036637597,"score_gpt":0.5052173343433156,"score_spread":0.3526342306795559,"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."}}