{"id":"W2156266365","doi":"10.1016/j.jcjd.2013.03.135","title":"A Bariatric Surgery Patient in My Waiting Room: What Should I Know or Do?","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Weight loss; Obstructive sleep apnea; Obesity; Type 2 diabetes; Sleeve gastrectomy; Surgery; Depression (economics); Weight Loss Surgery; Diabetes mellitus; Type 2 Diabetes Mellitus; Sleep apnea; Intensive care medicine; Gastric bypass; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003027731,0.0004153993,0.001127629,0.0009853602,0.0074626,0.005018485,0.001638063,0.01083518,0.01400004],"category_scores_gemma":[0.0243771,0.0004909339,0.0009771032,0.0006210938,0.002816275,0.008925743,0.002384707,0.01495707,0.003174896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003098931,"about_ca_system_score_gemma":0.01037642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01983771,"about_ca_topic_score_gemma":0.03495102,"domain_scores_codex":[0.9974512,0.0008067605,0.00023251,0.0002047683,0.0005352611,0.0007693784],"domain_scores_gemma":[0.9837964,0.00242897,0.001454326,0.0001317809,0.001725241,0.01046331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005181537,0.001648006,0.2093678,0.001861549,0.0002618473,0.01480082,0.02083358,0.0001783593,0.0007619833,0.004463071,0.5477529,0.1975519],"study_design_scores_gemma":[0.0005009705,0.001403068,0.1936973,0.02890322,0.0008225284,0.03728566,0.3788513,0.0008863509,0.0007216711,0.02587155,0.3299901,0.001066367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02947106,0.01653406,0.0005209644,0.931782,0.006766662,0.00005135444,0.00013473,0.00005029036,0.01468887],"genre_scores_gemma":[0.4170942,0.06475077,0.00471171,0.4848509,0.01665139,0.000207851,0.0005050778,0.00011401,0.01111409],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01983771,"threshold_uncertainty_score":0.04683477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701252208252583,"score_gpt":0.2330629036446618,"score_spread":0.206050381562136,"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."}}