{"id":"W4404062887","doi":"10.1016/j.iliver.2024.100128","title":"Full robotic whole graft liver transplantation: Is a new era coming?","year":2024,"lang":"en","type":"article","venue":"iLiver","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Coming out; Liver transplantation; Medicine; Transplantation; Computer science; Surgery; Art; Humanities","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":[0.007560561,0.0006895514,0.001944098,0.0008872024,0.001098104,0.006344796,0.001227001,0.003339701,0.02467364],"category_scores_gemma":[0.01234569,0.0002715168,0.001330165,0.001108231,0.002019993,0.01618497,0.001960603,0.005746218,0.003434317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463509,"about_ca_system_score_gemma":0.002806728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001331323,"about_ca_topic_score_gemma":0.004291318,"domain_scores_codex":[0.9981199,0.0005235258,0.000248548,0.0002381384,0.0005323096,0.0003375174],"domain_scores_gemma":[0.9859362,0.006219756,0.001972575,0.0004771744,0.002371745,0.003022627],"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":[0.001791286,0.0006900478,0.0276242,0.002680756,0.0003840793,0.0007219442,0.0004141158,0.0005412957,0.0009538457,0.01503821,0.1129954,0.8361649],"study_design_scores_gemma":[0.0007211619,0.00558009,0.1693491,0.02453699,0.002076287,0.01011579,0.01330271,0.003748441,0.001468312,0.1146468,0.6536058,0.0008485428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.03757628,0.5243251,0.004857392,0.3916167,0.020137,0.00003225452,0.0008388271,0.0003113987,0.02030513],"genre_scores_gemma":[0.3739701,0.4377916,0.01121148,0.1137592,0.05578957,0.0001046523,0.001452953,0.0002654294,0.005655146],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02467364,"threshold_uncertainty_score":0.08254153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669346245924258,"score_gpt":0.2777143512733687,"score_spread":0.2610208888141261,"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."}}