{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002930084,0.0006738234,0.003093011,0.004404851,0.0002449214,0.001097849,0.0005210526,0.0009391207,0.003348949],"category_scores_gemma":[0.01008288,0.0003579422,0.003535784,0.003744538,0.0005434588,0.000842644,0.0006742596,0.0009927322,0.0002381978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410848,"about_ca_system_score_gemma":0.003087973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003028347,"about_ca_topic_score_gemma":0.005949631,"domain_scores_codex":[0.9977598,0.001231221,0.0004763119,0.000141424,0.0003290214,0.00006210599],"domain_scores_gemma":[0.9946466,0.003752427,0.001126086,0.00006746867,0.0003304717,0.0000769906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006096197,0.00003714956,0.0008474485,0.7397774,0.005083109,0.0001824432,0.0001499516,0.0002858471,0.0003998615,0.0007225581,0.004295853,0.2476088],"study_design_scores_gemma":[0.001791504,0.00125052,0.009311667,0.8031061,0.04805026,0.002729386,0.000375563,0.0003145217,0.0009646204,0.001798735,0.130238,0.00006912399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003818611,0.999199,0.00003377769,0.000122307,0.00005140296,0.00002827404,0.00002555458,0.000001873356,0.0001560171],"genre_scores_gemma":[0.009253423,0.9900237,0.0001954518,0.0002664491,0.00009050203,0.00005578354,0.00004219723,0.00000108844,0.00007135334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004404851,"threshold_uncertainty_score":0.01549596,"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."}}