{"id":"W2093044566","doi":"10.1111/j.1442-2050.2007.00663.x","title":"Levels of evidence available for techniques in antireflux surgery","year":2007,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Jadad scale; Randomized controlled trial; Evidence-based medicine; MEDLINE; Confidence interval; Surgery; General surgery; Alternative medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003483781,0.0001181067,0.0003712102,0.0001374326,0.00002869779,0.000003001838,0.0001317594,0.00004756756,0.00006990979],"category_scores_gemma":[0.0007913334,0.00007037341,0.0002750455,0.0002363106,0.0001105686,0.00008101491,0.00004603839,0.00004943975,0.000005181933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004821909,"about_ca_system_score_gemma":0.0001355984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002912314,"about_ca_topic_score_gemma":0.000002562507,"domain_scores_codex":[0.998944,0.00002475405,0.0003756921,0.000169527,0.0002518816,0.000234127],"domain_scores_gemma":[0.9987028,0.0005401798,0.0001715162,0.000378907,0.0001197111,0.00008687478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003086976,0.0003954849,0.9909136,0.0003157742,0.000044444,0.00005968364,0.00001622509,5.216518e-7,0.000478628,0.00002362448,0.0005919043,0.006851399],"study_design_scores_gemma":[0.000356246,0.0001259818,0.7695636,0.0004181803,0.0001062872,0.000004039477,0.000005548998,0.000003945497,0.2291995,0.0001837667,0.000005749235,0.00002710758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969693,0.02859297,0.00009162135,0.0001038149,0.0001540638,0.001017041,0.000184582,0.00004124137,0.0001216789],"genre_scores_gemma":[0.9982538,0.00003760517,0.0007844018,0.00007125003,0.00004099171,0.00002403731,0.000006221036,0.00001538034,0.0007662895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2287209,"threshold_uncertainty_score":0.2869744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221165496378901,"score_gpt":0.3633380365771404,"score_spread":0.2412214869392502,"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."}}