{"id":"W2722370659","doi":"10.1097/sle.0000000000000429","title":"Minimally Invasive Cholecystolithotomy to Treat Cholecystolithiasis in Children: A Single-center Experience With 23 Cases","year":2017,"lang":"en","type":"article","venue":"Surgical Laparoscopy Endoscopy & Percutaneous Techniques","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Laparoscopy; Cholecystectomy; Invasive surgery; Perioperative; Surgery; Minimally invasive procedures; General surgery; Gallbladder; Laparoscopic cholecystectomy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001890159,0.0008040642,0.001228551,0.0004541855,0.0004664203,0.0003506276,0.0007974498,0.000354387,0.0003591771],"category_scores_gemma":[0.0003855926,0.0006372442,0.0002598073,0.0003478662,0.0007203316,0.0003639698,0.0002494557,0.0006016419,0.00006860821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003706797,"about_ca_system_score_gemma":0.0002754503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001571049,"about_ca_topic_score_gemma":0.0006026272,"domain_scores_codex":[0.9957847,0.0001241448,0.0007226772,0.001379653,0.0007816784,0.001207169],"domain_scores_gemma":[0.9969776,0.0001752399,0.0002436354,0.001674636,0.0002278528,0.000701003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00592596,0.002355929,0.3328307,0.0001699114,0.0001092488,0.02170604,0.001856205,0.000001034664,0.6315383,0.00003834048,0.0007974869,0.002670814],"study_design_scores_gemma":[0.0008098815,0.005142573,0.003670983,0.001257798,0.0001465347,0.05226418,0.0004799183,0.00000327928,0.9301425,0.00002617669,0.005051875,0.001004317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755557,0.0001693243,0.00000207438,0.0007828505,0.00006951544,0.002719203,0.00009999851,0.0005431366,0.02005817],"genre_scores_gemma":[0.9880476,0.0002474259,0.008819207,0.001015554,0.000143458,0.0006983012,0.00008532452,0.0001268532,0.000816252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3291597,"threshold_uncertainty_score":0.9996079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771957635863142,"score_gpt":0.3020898709508832,"score_spread":0.2843702945922518,"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."}}