{"id":"W3156543524","doi":"10.5867/medwave.2021.03.8046","title":"Palliative chemotherapy for advanced gallbladder cancer","year":2021,"lang":"en","type":"review","venue":"Medwave","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane","funders":"","keywords":"Medicine; Cochrane Library; Systematic review; MEDLINE; Gallbladder cancer; Chemotherapy; Palliative chemotherapy; Cancer; Randomized controlled trial; Adverse effect; Intensive care medicine; Oncology; 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"],"consensus_categories":[],"category_scores_codex":[0.0001132167,0.0006171528,0.003086835,0.0001265953,0.0001028342,0.00002765605,0.000150076,0.0003087828,0.0005232298],"category_scores_gemma":[0.0001080821,0.0004652027,0.00128201,0.0003294275,0.00008109391,0.00003844934,0.00006689388,0.0003904271,0.00002466768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00040822,"about_ca_system_score_gemma":0.0009029878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002100491,"about_ca_topic_score_gemma":0.0000530422,"domain_scores_codex":[0.9978359,0.0000489356,0.0005470801,0.0007594523,0.0003093949,0.0004992317],"domain_scores_gemma":[0.9984496,0.0002463957,0.0002952028,0.0005303217,0.0003121269,0.0001663436],"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":[0.00004333575,0.00006931454,0.00004730836,0.0143233,0.001935129,0.00004413707,0.0003717133,8.876138e-8,0.000001757602,0.00005297434,0.02540162,0.9577093],"study_design_scores_gemma":[0.001620485,0.000142345,0.00008042206,0.01813915,0.002555793,0.00002300735,0.00008531103,0.000001352746,0.00002699975,0.00001610101,0.9768617,0.0004473664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005482708,0.993897,0.0001204648,0.0007415021,0.0007579683,0.002379056,0.0001906277,0.00007196209,0.001835945],"genre_scores_gemma":[0.000005863148,0.9844334,0.001071525,0.001025535,0.001213259,0.002713658,0.0003935805,0.0001577233,0.008985477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.957262,"threshold_uncertainty_score":0.9997799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09693976284093454,"score_gpt":0.4210130949575557,"score_spread":0.3240733321166212,"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."}}