{"id":"W1976013684","doi":"10.4021/jocmr2009.07.1253","title":"Laparoscopic Anterograde Cholecystectomy in Acute Cholecystitis","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acute cholecystitis; Laparoscopic cholecystectomy; Cholecystectomy; Open cholecystectomy; General surgery; Cholecystitis; Surgery; Gallbladder","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007493127,0.000165017,0.001303703,0.0009234722,0.00005159864,0.00002170759,0.0003772354,0.0002294597,0.0002693739],"category_scores_gemma":[0.005808203,0.0001063376,0.0002674993,0.001128392,0.0005110326,0.000153606,0.00003981005,0.002884446,0.00002946175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007416958,"about_ca_system_score_gemma":0.0004731625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002772507,"about_ca_topic_score_gemma":0.0000113401,"domain_scores_codex":[0.9947146,0.000556692,0.002084637,0.0002802729,0.001757076,0.0006067651],"domain_scores_gemma":[0.9969787,0.0008422437,0.000309612,0.0003604768,0.0008635945,0.0006453906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007025439,0.004348874,0.5758325,0.0002609725,0.0005730082,0.009859181,0.001047013,0.000003155881,0.01031373,0.0002586028,0.07119241,0.3192851],"study_design_scores_gemma":[0.03228088,0.01849475,0.9181678,0.002260378,0.0001320424,0.00112893,0.0004722908,0.00004172807,0.0003979355,0.001588374,0.02490942,0.0001254862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.916245,0.002107868,0.00002752579,0.07304931,0.0005358842,0.0003804815,0.000001631396,0.00001376704,0.007638525],"genre_scores_gemma":[0.9913258,0.003928886,0.000274586,0.002296523,0.001643298,0.000003061382,0.000003700693,0.00001543151,0.0005086968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3423352,"threshold_uncertainty_score":0.9994159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1557935415700859,"score_gpt":0.5429478000365263,"score_spread":0.3871542584664404,"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."}}