{"id":"W3189841219","doi":"10.1007/s00464-001-8213-8","title":"Needlescopic fundoplication","year":2002,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Abdominal surgery; Surgery; Laparoscopy; Dysphagia; Blood loss; Endoscopy","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":[0.0001857186,0.0005298066,0.000474754,0.0008299565,0.0011646,0.0004641084,0.0003199686,0.0007055289,0.005185348],"category_scores_gemma":[0.0008605128,0.0001336423,0.000710013,0.0004074731,0.0004441695,0.0009953893,0.0007084754,0.001374104,0.001101178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000481205,"about_ca_system_score_gemma":0.0004850936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006712513,"about_ca_topic_score_gemma":0.00143235,"domain_scores_codex":[0.9998167,0.0000106368,0.00002398818,0.00004125966,0.00005238991,0.00005499681],"domain_scores_gemma":[0.9997073,0.00003943222,0.00005964123,0.00005894791,0.00001599804,0.0001187915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.004068087,0.0006161937,0.06591517,0.0007361625,0.0005989004,0.1938347,0.0005673777,0.0005147468,0.09956138,0.004805423,0.01718846,0.6115934],"study_design_scores_gemma":[0.0004428351,0.002824942,0.08452822,0.0001596202,0.0001841008,0.807026,0.000296017,0.0007112296,0.01482251,0.001189259,0.08776575,0.00004952454],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7661366,0.03962469,0.02826291,0.0105258,0.004806507,0.0003131423,0.0006743438,0.001833218,0.1478228],"genre_scores_gemma":[0.9636086,0.004843069,0.007581301,0.001923871,0.001933402,0.0000373596,0.0003415593,0.00009869999,0.01963213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005185348,"threshold_uncertainty_score":0.01734668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04557960362858526,"score_gpt":0.2995385171923439,"score_spread":0.2539589135637586,"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."}}