{"id":"W3137777033","doi":"10.1016/j.hpb.2021.03.001","title":"Response to “Landmarking for safe laparoscopic cholecystectomy”","year":2021,"lang":"en","type":"letter","venue":"HPB","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre; University of Toronto","funders":"","keywords":"Medicine; Cholecystectomy; General surgery; Laparoscopic cholecystectomy; Dissection (medical); Bile duct; Anatomical landmark; Scopus; Gallstones; Cystic duct; Surgery; MEDLINE","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":[0.003087419,0.00116092,0.001549246,0.001051589,0.008850115,0.005660582,0.002463736,0.1246442,0.01302582],"category_scores_gemma":[0.02338718,0.001378092,0.001945111,0.0008745781,0.003621085,0.003738726,0.003710606,0.07073165,0.006132021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006697684,"about_ca_system_score_gemma":0.01123701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01515533,"about_ca_topic_score_gemma":0.0275305,"domain_scores_codex":[0.9963021,0.0007583323,0.000454136,0.0004703256,0.0007806558,0.001234375],"domain_scores_gemma":[0.9936535,0.002717225,0.0005784545,0.0001712438,0.001060437,0.00181918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006306206,0.00002160539,0.0007415965,0.00005592869,0.00001468185,0.004152286,0.0001996173,0.00009160132,0.0001951785,0.002649857,0.9885405,0.003274153],"study_design_scores_gemma":[0.0001576827,0.0001091751,0.002914367,0.0007310634,0.00005718485,0.004127509,0.001331591,0.0006701453,0.0003008624,0.008011534,0.9814506,0.000138351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000396159,0.0006245066,0.00008707896,0.9762433,0.01879135,0.00001983784,0.00004892823,0.00002053879,0.003768317],"genre_scores_gemma":[0.002541811,0.0005234201,0.0001593576,0.9682357,0.02066764,0.00003946048,0.0000312788,0.00002353064,0.007777765],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1246442,"threshold_uncertainty_score":0.04859531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539315958831014,"score_gpt":0.2914280244072209,"score_spread":0.2660348648189108,"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."}}