{"id":"W2039017693","doi":"10.1097/01.paf.0000176282.71566.69","title":"LAP-Banding Obesity","year":2005,"lang":"en","type":"article","venue":"American Journal of Forensic Medicine & Pathology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Medicine; Adjustable gastric band; Surgery; Perforation; Weight loss; Morbid obesity; General surgery; Obesity; 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":[0.0002187998,0.0008140559,0.0002293173,0.0007514252,0.0008275759,0.000777592,0.0003275602,0.001187089,0.002651569],"category_scores_gemma":[0.001323636,0.0002351672,0.000560838,0.0004322211,0.0006013408,0.000609702,0.0008060199,0.001527786,0.0008424986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266233,"about_ca_system_score_gemma":0.0001853084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002234615,"about_ca_topic_score_gemma":0.0003593375,"domain_scores_codex":[0.999793,0.00003147482,0.0000219104,0.00004206121,0.0000282734,0.00008327953],"domain_scores_gemma":[0.9994116,0.0001119636,0.0002175066,0.00007737552,0.0000209042,0.0001607016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0001100732,0.0000784857,0.04018782,0.00008907992,0.00003651025,0.9358103,0.0002083185,0.0001534409,0.002284127,0.0008275032,0.0009846928,0.01922968],"study_design_scores_gemma":[0.00001020231,0.0001012751,0.004950293,0.00001875206,0.00001149719,0.9920033,0.0000567313,0.0001874821,0.000444978,0.0001745708,0.002036845,0.000004051908],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574172,0.009466238,0.009925578,0.001368397,0.0006332764,0.00008226928,0.0001374023,0.0003671665,0.02060242],"genre_scores_gemma":[0.9926345,0.001179315,0.002035848,0.0008687325,0.0004689764,0.00001731397,0.00009426959,0.00002382745,0.00267734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002651569,"threshold_uncertainty_score":0.008870363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409532403228037,"score_gpt":0.2930347204325189,"score_spread":0.2789393964002385,"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."}}