{"id":"W7056030274","doi":"","title":"Effective intervention methods against obesity; Focusing on Bariatric Surgery in the treatment of morbid obesity","year":2021,"lang":"en","type":"other","venue":"University of Debrecen Electronic Archive (University of Debrecen)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Morbid obesity; Intervention (counseling); Obesity; Weight loss; MEDLINE","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":[0.001342084,0.0004934893,0.0003348895,0.00145884,0.0006654844,0.001549272,0.000549142,0.0007723619,0.01851481],"category_scores_gemma":[0.002132868,0.00009842661,0.000352089,0.0009571676,0.0008965946,0.0008929648,0.001270987,0.001217772,0.002709402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006541964,"about_ca_system_score_gemma":0.001691815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006599278,"about_ca_topic_score_gemma":0.00145844,"domain_scores_codex":[0.9991589,0.000372641,0.00004108171,0.00005796755,0.0002988235,0.00007065704],"domain_scores_gemma":[0.9992797,0.0003874697,0.0001069742,0.00003306708,0.00009328986,0.00009955536],"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":[0.0002022023,0.0005760907,0.001000785,0.005554197,0.00006309288,0.0001505653,0.0009567112,0.0003064709,0.001354377,0.06007042,0.07969283,0.8500724],"study_design_scores_gemma":[0.0001335463,0.0004462428,0.008057915,0.01250539,0.0001171814,0.0008052404,0.001405555,0.0001833252,0.001592212,0.02877402,0.9459533,0.00002608339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01918408,0.6215268,0.0107675,0.07945516,0.009945299,0.0003395122,0.0004162207,0.000186224,0.2581792],"genre_scores_gemma":[0.09166471,0.8182706,0.01803261,0.01705346,0.008661108,0.0005359094,0.0002598898,0.0001584994,0.04536315],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01851481,"threshold_uncertainty_score":0.06193823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168081568944492,"score_gpt":0.2569119610443993,"score_spread":0.2452311453549544,"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."}}