{"id":"W2403923945","doi":"10.1056/nejmicm980833","title":"Gallstone Ileus","year":2004,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Biliary and Gastrointestinal Fistulas","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Rockyview General Hospital","funders":"","keywords":"Medicine; Gallstone ileus; General surgery; Ileus; Gastroenterology; Internal medicine; Surgery; Fistula","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":[0.0007165322,0.0001272285,0.0004394391,0.0001479114,0.00003136699,0.000003676307,0.00009452285,0.00004377192,0.000347239],"category_scores_gemma":[0.0006831744,0.0000769659,0.00008570148,0.0001623767,0.0001252054,0.00007297609,0.0000120195,0.0004714941,0.00001931577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006365296,"about_ca_system_score_gemma":0.0002605864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006895735,"about_ca_topic_score_gemma":0.00001253096,"domain_scores_codex":[0.9987674,0.00003506705,0.0004729138,0.00009572614,0.000446497,0.0001824085],"domain_scores_gemma":[0.9988719,0.00009275923,0.0002065126,0.0001470072,0.0002065599,0.0004753275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.01249568,0.001718284,0.06871705,0.0004188188,0.0007647923,0.02606735,0.00558509,0.0006590021,0.1856059,0.006247866,0.06562,0.6261001],"study_design_scores_gemma":[0.3358309,0.03541434,0.1207573,0.005402387,0.001150415,0.2032895,0.0005294767,0.00001594506,0.006474914,0.01739911,0.2733924,0.0003433012],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.905584,0.001672878,0.006706355,0.07717864,0.0009024634,0.0001236371,8.155562e-7,0.0000254931,0.007805682],"genre_scores_gemma":[0.9844162,0.0001621858,0.005842531,0.001458653,0.006891173,2.410607e-7,0.000002686643,0.00001407248,0.001212257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6257569,"threshold_uncertainty_score":0.3802023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932778034326907,"score_gpt":0.2799563587565608,"score_spread":0.2606285784132917,"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."}}