{"id":"W205334389","doi":"","title":"Laparoscopic repair of paraesophageal hernias: a Canadian experience.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Surgery; Nissen fundoplication; Dysphagia; Perioperative; Hernia; Asymptomatic; Retrospective cohort study; Vomiting; Heartburn; Umbilical hernia; Reflux; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004659493,0.00057123,0.0002707395,0.001044304,0.0014331,0.0006927031,0.000733251,0.0006280384,0.00296538],"category_scores_gemma":[0.002241227,0.0003815428,0.0003499293,0.00206478,0.0007845542,0.0004541969,0.0006239102,0.0006140109,0.0004805546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004604523,"about_ca_system_score_gemma":0.005345771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3972401,"about_ca_topic_score_gemma":0.5061232,"domain_scores_codex":[0.9994733,0.00004463437,0.00004093783,0.0000813903,0.0002199958,0.0001397818],"domain_scores_gemma":[0.99861,0.0001234104,0.0004610669,0.00005582995,0.0002791,0.0004704692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003462725,0.0002584515,0.8985983,0.0004398512,0.000109458,0.01291491,0.001756629,0.0002728439,0.001401458,0.000205585,0.005267813,0.0784284],"study_design_scores_gemma":[0.00007664757,0.0005379913,0.918528,0.0002719409,0.00007190216,0.06360335,0.002253675,0.0003975879,0.0003368135,0.00008535052,0.01377051,0.00006619934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814605,0.01132731,0.0004385385,0.001253475,0.00008223433,0.00008038287,0.0008459773,0.00003120846,0.004480271],"genre_scores_gemma":[0.9836199,0.01292853,0.0008156473,0.0005246105,0.00009035675,0.00002448591,0.0006814131,0.0000137206,0.001301373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6027599,"threshold_uncertainty_score":0.7898558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569015655850996,"score_gpt":0.2484346547479627,"score_spread":0.2127444981894527,"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."}}