{"id":"W1980675761","doi":"10.1007/s11695-013-1063-3","title":"The International Bariatric Club – A Worldwide Web Educational Network for Bariatric Professionals","year":2013,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Diabetes Management and Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Obesity Network","funders":"","keywords":"Medicine; Club; Obesity; General surgery; Internal 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001058814,0.0001333117,0.0002018772,0.0001845092,0.0003616852,0.0001359795,0.0001794757,0.00006329353,0.001344169],"category_scores_gemma":[0.0007749825,0.00009717218,0.0001979764,0.0004265937,0.00003125521,0.0002155313,0.00007256425,0.000122507,0.0004793121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117761,"about_ca_system_score_gemma":0.0005282307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000263762,"about_ca_topic_score_gemma":0.00001833622,"domain_scores_codex":[0.998646,0.00005064489,0.0003483828,0.0002405635,0.0003399696,0.0003744129],"domain_scores_gemma":[0.9970051,0.002140748,0.0001682548,0.0002618187,0.0003016758,0.0001224079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002355164,0.000203319,0.3302714,0.00003075111,0.00006778128,1.6933e-7,0.00001797517,0.000005742393,0.00001101841,0.002084641,0.6617638,0.00551977],"study_design_scores_gemma":[0.0002506231,0.00001219736,0.7657278,0.00005903449,0.00008160489,0.000001580091,0.0000689953,0.00107014,0.00001043447,0.006006571,0.2265849,0.0001261011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8668054,0.0008835057,0.0001177599,0.1095791,0.01010827,0.001673102,0.000009829911,0.0000857003,0.01073735],"genre_scores_gemma":[0.9240031,0.0001575702,0.001546686,0.003308242,0.005639786,0.0008676272,0.0004276168,0.00003072908,0.06401863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4354564,"threshold_uncertainty_score":0.9995688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150745972572943,"score_gpt":0.2665577701553985,"score_spread":0.2514831728981042,"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."}}