{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008726214,0.0004525944,0.000795152,0.0001464353,0.00006731704,0.00003528023,0.0001548943,0.0005866388,0.001264137],"category_scores_gemma":[0.00006194603,0.000363398,0.0002017834,0.0001182372,0.000194387,0.00001433026,0.00007355127,0.001666176,0.0005607107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703582,"about_ca_system_score_gemma":0.0007374313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004009583,"about_ca_topic_score_gemma":0.00008884788,"domain_scores_codex":[0.9978735,0.00005079716,0.0002821361,0.0005925517,0.0006897027,0.0005112419],"domain_scores_gemma":[0.9985672,0.00007869646,0.0001368383,0.0006294021,0.0004416976,0.0001461856],"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":[0.000109745,0.0000263763,0.001209818,0.0002110471,0.0003637635,0.001648759,0.0002592724,3.555836e-7,0.00002741259,0.00001236534,0.9931054,0.003025751],"study_design_scores_gemma":[0.001291962,0.0002628122,0.002988891,0.0004889283,0.0004066419,0.0001128855,0.00006250131,0.00003306015,0.00002954993,0.00004016945,0.9938875,0.0003950399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00172172,0.005927402,0.000005459013,0.8823725,0.001810309,0.0006119185,0.0002372746,0.0001772623,0.1071361],"genre_scores_gemma":[0.003210437,0.0004305199,0.0001688322,0.9129199,0.009422316,0.0001728772,0.0002558722,0.0001064757,0.07331274],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0338234,"threshold_uncertainty_score":0.9998818,"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."}}