{"id":"W1919871201","doi":"10.1111/hpb.12432","title":"Consensus Conference on Gallbladder Cancer","year":2015,"lang":"en","type":"letter","venue":"HPB","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Gallbladder cancer; Scopus; Cancer; Radiation therapy; Gallbladder; Medical physics; Family medicine; General surgery; MEDLINE; Internal medicine","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":[0.0425982,0.002185542,0.006142119,0.002996482,0.0107459,0.01078452,0.007597851,0.1424294,0.01601395],"category_scores_gemma":[0.1360841,0.002654582,0.006214539,0.002739701,0.005518991,0.005677276,0.009048758,0.07666878,0.01347787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0172322,"about_ca_system_score_gemma":0.04005801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01587922,"about_ca_topic_score_gemma":0.03013951,"domain_scores_codex":[0.950894,0.01813905,0.008096334,0.004119656,0.01284099,0.005909991],"domain_scores_gemma":[0.8851373,0.05319303,0.008115924,0.004321815,0.02682454,0.02240745],"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":[0.0000354015,0.00001398626,0.0001885735,0.0001472627,0.00003043778,0.0003175451,0.0000656249,0.0000305879,0.00004427176,0.001313992,0.99423,0.003582233],"study_design_scores_gemma":[0.0002433299,0.00003591334,0.00120824,0.002464789,0.0001098617,0.0006388988,0.0002631314,0.000117622,0.0001217369,0.005059531,0.9896683,0.00006873468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001297449,0.002606777,0.0001332732,0.9330149,0.06062085,0.00004859092,0.000156654,0.00001373345,0.0032756],"genre_scores_gemma":[0.001294062,0.001883197,0.0004384791,0.9198152,0.06530705,0.0002592932,0.0002108743,0.00003189922,0.01075995],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1424294,"threshold_uncertainty_score":0.2252835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09549101932802109,"score_gpt":0.3251334871927075,"score_spread":0.2296424678646864,"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."}}