{"id":"W2396912269","doi":"10.12968/gasn.2016.14.4.44","title":"Insurance coverage issues associated with bariatric surgery in the US","year":2016,"lang":"en","type":"article","venue":"Gastrointestinal Nursing","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obesity; Overweight; Payment; Public health; Disease; Obesity Surgery; General surgery; Weight loss; Gastric bypass; Nursing; Finance","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":[0.005030805,0.0000788487,0.0001519706,0.001305811,0.00172847,0.002642729,0.0005159714,0.001067713,0.003524113],"category_scores_gemma":[0.03116406,0.0001368842,0.0003409633,0.002003908,0.001762642,0.001056602,0.002162727,0.001685432,0.0001141872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005023878,"about_ca_system_score_gemma":0.00592702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1422073,"about_ca_topic_score_gemma":0.2451496,"domain_scores_codex":[0.9950976,0.001824725,0.0003611671,0.0001300312,0.001623673,0.0009627822],"domain_scores_gemma":[0.9743338,0.01231579,0.008356109,0.000283829,0.001939259,0.002771117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001082953,0.0001873014,0.9233215,0.00008391309,0.00005240031,0.0006121735,0.0070943,0.0002997247,0.0001328802,0.01933677,0.01202327,0.03674743],"study_design_scores_gemma":[0.00001300068,0.00006942239,0.9630271,0.0004306333,0.00005728875,0.0004175553,0.0157924,0.0009099257,0.0001116187,0.004130637,0.01501302,0.00002743789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8266562,0.005739009,0.0003577999,0.1314145,0.0001373531,0.00006913059,0.0004589086,0.000006626781,0.03516043],"genre_scores_gemma":[0.9934609,0.001355498,0.0001198848,0.00424208,0.0001397525,0.00001419201,0.0001063788,0.000002065282,0.0005592623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1422073,"threshold_uncertainty_score":0.2827592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197350413827714,"score_gpt":0.2616734808766966,"score_spread":0.2419384394939252,"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."}}