{"id":"W2065009395","doi":"10.1016/j.ejim.2007.09.011","title":"Barriers to obesity treatment","year":2007,"lang":"en","type":"review","venue":"European Journal of Internal Medicine","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":272,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Obesity; Socioeconomic status; Weight loss; Mental health; Health care; Intensive care medicine; Chronic condition; Gerontology; Psychiatry; Environmental health; Disease; Population; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005688061,0.000546206,0.001962437,0.001835816,0.0006562099,0.002103704,0.0009210939,0.001481445,0.007366069],"category_scores_gemma":[0.01302764,0.0003743876,0.001103147,0.002823264,0.0007897512,0.00175998,0.002442112,0.002604701,0.0006657426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001953459,"about_ca_system_score_gemma":0.008806292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006835671,"about_ca_topic_score_gemma":0.01881192,"domain_scores_codex":[0.9968453,0.001304099,0.0004437575,0.0002695833,0.0007914697,0.0003458076],"domain_scores_gemma":[0.9918702,0.00534196,0.001425751,0.000119219,0.0008042775,0.0004386847],"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":[0.0002644832,0.000276474,0.005110882,0.04461019,0.0005973747,0.0002000009,0.0006208319,0.000185428,0.0001882561,0.004018891,0.02748148,0.9164457],"study_design_scores_gemma":[0.0004032242,0.0004278884,0.0491145,0.1937754,0.002689573,0.001838088,0.00348645,0.0002538225,0.0004112897,0.005531218,0.7419928,0.00007582351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001048705,0.9918655,0.00007467275,0.004583868,0.0002965455,0.00001249446,0.00002001006,0.000003143001,0.002095093],"genre_scores_gemma":[0.01141341,0.9835899,0.0003236599,0.003555401,0.0004072514,0.00004559136,0.00005445971,0.000003035746,0.000607217],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007366069,"threshold_uncertainty_score":0.03008169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2168654740057814,"score_gpt":0.5404987442040734,"score_spread":0.323633270198292,"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."}}