{"id":"W6920888624","doi":"10.6084/m9.figshare.22612271.v1","title":"Additional file 3 of The influence of resection margin width in patients with intrahepatic cholangiocarcinoma: a meta-analysis","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Table (database); Margin (machine learning); Resection; Operating table; Scale (ratio)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003610496,0.001802718,0.003535601,0.003177873,0.0007324053,0.002091013,0.00205395,0.001563784,0.7346109],"category_scores_gemma":[0.04964291,0.000916201,0.005977717,0.005212166,0.0002971046,0.002723087,0.001452815,0.00136314,0.03282477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325596,"about_ca_system_score_gemma":0.002244839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006544453,"about_ca_topic_score_gemma":0.01386902,"domain_scores_codex":[0.9980578,0.0004849797,0.0004057997,0.0004251649,0.0003593806,0.0002667428],"domain_scores_gemma":[0.9615503,0.0323176,0.002663301,0.001225108,0.001834031,0.000409627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003638606,0.0001776716,0.01627473,0.1898925,0.01018023,0.0003137347,0.0002741354,0.001992934,0.0005590705,0.002660703,0.7568551,0.01718065],"study_design_scores_gemma":[0.06499615,0.001698226,0.159116,0.07230223,0.04895405,0.00187725,0.001182053,0.01017562,0.001961332,0.02650026,0.6105052,0.0007317755],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0009323028,0.0005362158,0.000509819,0.0003010538,0.00009205857,0.0002851516,0.9964582,0.0001962557,0.00068894],"genre_scores_gemma":[0.09159692,0.003068271,0.01845172,0.003643771,0.000971937,0.03318672,0.8019587,0.002214462,0.04490748],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7346109,"threshold_uncertainty_score":0.3785453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03435964159395213,"score_gpt":0.2429321956025935,"score_spread":0.2085725540086413,"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."}}