{"id":"W2084339773","doi":"10.1016/s1091-255x(02)00343-8","title":"141","year":2003,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Internal medicine; Breast cancer; Multivariate analysis; Oncology; Hormone receptor; Gallbladder cancer; Gastroenterology; Cancer; Gynecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009215262,0.0002626342,0.0002308419,0.002004787,0.001409008,0.003072782,0.000623224,0.0006648647,0.4921154],"category_scores_gemma":[0.003978423,0.0002024147,0.0002909548,0.001747688,0.00061316,0.001119177,0.001391895,0.0005877158,0.2216368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061385,"about_ca_system_score_gemma":0.001689498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004030429,"about_ca_topic_score_gemma":0.004130846,"domain_scores_codex":[0.9993107,0.0001448358,0.00005196264,0.00007957236,0.0003426935,0.0000702095],"domain_scores_gemma":[0.9984438,0.0003374999,0.00008761468,0.0002315894,0.0007177973,0.0001816572],"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":[0.00009992357,0.0001378952,0.008503164,0.0002840242,0.00001619716,0.0002697576,0.000972653,0.00006795712,0.001252846,0.05461341,0.671302,0.2624802],"study_design_scores_gemma":[0.000006346046,0.00002100888,0.005438147,0.0001156318,0.000005641454,0.0003706251,0.0004679841,0.0000248683,0.0003031009,0.002100441,0.9911412,0.000004991397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004048825,0.001674195,0.0005239203,0.002261553,0.00092208,0.00007268833,0.001174745,0.0001107226,0.9892113],"genre_scores_gemma":[0.02469257,0.003252739,0.0008378607,0.00292857,0.0004953446,0.0001164383,0.002552613,0.00009031373,0.9650334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5078846,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318081795741731,"score_gpt":0.2622639600942889,"score_spread":0.2304557805201158,"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."}}