{"id":"W3126286849","doi":"10.1016/j.hpb.2021.02.004","title":"The inferior boundary of dissection as a novel landmark for safe laparoscopic cholecystectomy","year":2021,"lang":"en","type":"review","venue":"HPB","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre; University of Toronto","funders":"","keywords":"Medicine; Dissection (medical); Cholecystectomy; Anatomical landmark; Gallbladder; Landmark; Porta hepatis; Anatomy; Laparoscopic cholecystectomy; Gallstones; Bile duct; General surgery; Biliary ducts; Surgery; Artificial intelligence; Computer science","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":[0.0008512383,0.0007913064,0.001435491,0.002179584,0.0002560458,0.001677486,0.0008437628,0.001262156,0.002850304],"category_scores_gemma":[0.001773847,0.0003105987,0.0008196551,0.001573293,0.001391376,0.001835192,0.0008075844,0.002550303,0.001072355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000687779,"about_ca_system_score_gemma":0.001528116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615103,"about_ca_topic_score_gemma":0.002872116,"domain_scores_codex":[0.9996544,0.00007422327,0.00006882635,0.00007580544,0.00009745324,0.00002923017],"domain_scores_gemma":[0.9994282,0.0003346115,0.0001152948,0.00001490086,0.00007434729,0.00003257842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001304227,0.00003131491,0.0009376303,0.01594624,0.0001387754,0.0005739479,0.00009136588,0.0003831541,0.0008714836,0.003038115,0.01421161,0.963646],"study_design_scores_gemma":[0.0001689428,0.0004212896,0.008256368,0.02653617,0.001940689,0.02048654,0.0005506306,0.0008266658,0.001980891,0.007749198,0.9308928,0.0001898215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002274945,0.9982824,0.000358175,0.0002540509,0.0001566554,0.000002882711,0.000008651297,0.000007036984,0.0007026771],"genre_scores_gemma":[0.003746554,0.9939101,0.0009203185,0.000433082,0.0004301064,0.000007287334,0.00004080994,0.000005851412,0.0005057778],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002850304,"threshold_uncertainty_score":0.009535193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03495894621847202,"score_gpt":0.3549399781534994,"score_spread":0.3199810319350274,"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."}}