{"id":"W7132945687","doi":"","title":"Intrahepatic Cholangiocarcinoma: Evaluating the burden on hospitals, prognostic factors for early recurrence, and safety of a new treatment option","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Incidence (geometry); Chemotherapy; Intrahepatic Cholangiocarcinoma; Intensive care unit; Lymph node; Medical care; Neoadjuvant therapy; Overall survival","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002917612,0.0003133289,0.0004741935,0.001334963,0.0004275002,0.001238673,0.0005552968,0.0003835425,0.002281439],"category_scores_gemma":[0.0071591,0.0002311081,0.001115753,0.002676997,0.0003759198,0.0005423659,0.0008671887,0.0004279493,0.0002897534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005233494,"about_ca_system_score_gemma":0.008530704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09239404,"about_ca_topic_score_gemma":0.1959907,"domain_scores_codex":[0.998951,0.0002781795,0.00009423176,0.0001333154,0.0003923835,0.0001509738],"domain_scores_gemma":[0.9949787,0.001044836,0.002351454,0.000222032,0.0009307903,0.0004722338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003354966,0.00004592213,0.9730771,0.0005297826,0.0004713431,0.00003552488,0.0001921225,0.0003485793,0.0001572164,0.0001835479,0.001834254,0.02278903],"study_design_scores_gemma":[0.0000475022,0.0001823717,0.9933202,0.000362804,0.000639275,0.00009559755,0.0005941142,0.001101909,0.0001786181,0.0001631171,0.003305177,0.000009374321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713101,0.01588161,0.0006639218,0.004202831,0.00006340918,0.0001126362,0.004826204,0.0000129088,0.002926304],"genre_scores_gemma":[0.9861356,0.008382679,0.001073088,0.0002132123,0.0000856556,0.0001078574,0.003140972,0.000008180836,0.0008527811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09239404,"threshold_uncertainty_score":0.1837125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07507279186151522,"score_gpt":0.3861352754156314,"score_spread":0.3110624835541161,"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."}}