{"id":"W4237231026","doi":"10.1097/sga.0b013e318211ddc9","title":"WANT TO LOSE WEIGHT?","year":2011,"lang":"en","type":"review","venue":"Gastroenterology Nursing","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gastroenterology; Endoscopy; Internal medicine; Family medicine; Nursing; General surgery","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":[0.001206756,0.0007568114,0.001331238,0.001594357,0.0005140084,0.001141883,0.0007695705,0.001624812,0.00528176],"category_scores_gemma":[0.004274868,0.0002741286,0.0005197914,0.002064077,0.0007505557,0.002356757,0.0008525163,0.002407418,0.001640182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007942281,"about_ca_system_score_gemma":0.001860959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003321717,"about_ca_topic_score_gemma":0.01088963,"domain_scores_codex":[0.9995232,0.0001292699,0.00006816336,0.00004572197,0.000202093,0.0000315619],"domain_scores_gemma":[0.9990828,0.0005411466,0.0001509188,0.00001283549,0.0001536179,0.0000587225],"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":[0.0001144764,0.0001014802,0.0005110197,0.03608704,0.0002452777,0.000118237,0.0002092955,0.00004590374,0.0001221471,0.001910591,0.09704873,0.8634858],"study_design_scores_gemma":[0.0001305343,0.0001656111,0.005696118,0.07390177,0.0004460098,0.003350555,0.001230355,0.00006910771,0.0001836255,0.003569578,0.9112099,0.00004667917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008318935,0.9976423,0.00002365501,0.001238349,0.0003654083,0.000003831855,0.000007926405,0.000001812949,0.0006334379],"genre_scores_gemma":[0.0008231787,0.997343,0.00005619494,0.001158317,0.0002018981,0.000006431163,0.00001309888,6.882699e-7,0.0003972891],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00528176,"threshold_uncertainty_score":0.0176692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.257724270325948,"score_gpt":0.5221453421830369,"score_spread":0.2644210718570889,"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."}}