{"id":"W4403718934","doi":"10.14309/01.ajg.0001028956.44102.9c","title":"S147 Conservative Management Versus Early Cholecystectomy for Gallstone Disease: A Meta-Analysis of Randomized Controlled Trials","year":2024,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Biliary and Gastrointestinal Fistulas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber Polytechnic; University of Alberta; University of Lethbridge","funders":"","keywords":"Medicine; Cholecystectomy; Randomized controlled trial; Meta-analysis; Disease; General surgery; Conservative management; Surgery; 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":[0.02633277,0.003236062,0.02041851,0.006773988,0.0006070472,0.004487705,0.002193449,0.003875032,0.007845326],"category_scores_gemma":[0.05913157,0.00157563,0.05433334,0.006097935,0.001025382,0.002753856,0.001432037,0.002446752,0.0004750338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002455574,"about_ca_system_score_gemma":0.002780715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0031688,"about_ca_topic_score_gemma":0.005085904,"domain_scores_codex":[0.967872,0.01958318,0.007571747,0.002067194,0.002292801,0.0006130217],"domain_scores_gemma":[0.9523769,0.03776364,0.006811401,0.001029834,0.001591735,0.0004265784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005345532,0.00003639982,0.004200925,0.2074314,0.7730222,0.0001267225,0.00004645682,0.0005329124,0.0001569637,0.0001645347,0.0006022906,0.008333593],"study_design_scores_gemma":[0.002231932,0.0003817355,0.003114201,0.01472825,0.9773622,0.00009636419,0.00002946789,0.0003336554,0.00009021518,0.0003760795,0.001233995,0.00002182554],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01057216,0.9838374,0.001672713,0.0006193382,0.0006375177,0.0009424817,0.001020631,0.00006615736,0.0006315294],"genre_scores_gemma":[0.5038453,0.4718057,0.01048415,0.003917931,0.001328593,0.00506861,0.002338455,0.0001049551,0.001106251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02633277,"threshold_uncertainty_score":0.1392626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07238239263870211,"score_gpt":0.3654898493387048,"score_spread":0.2931074567000027,"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."}}