{"id":"W4242148965","doi":"10.1016/j.gie.2011.02.018","title":"Response","year":2011,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"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":[0.006148713,0.0008788334,0.001210253,0.001079327,0.003407608,0.004793961,0.002939845,0.04156144,0.06064385],"category_scores_gemma":[0.05931503,0.0006656652,0.002245475,0.0006874615,0.002146757,0.00216361,0.003727535,0.02331591,0.03045817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003900812,"about_ca_system_score_gemma":0.005818638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0039374,"about_ca_topic_score_gemma":0.006090223,"domain_scores_codex":[0.9930218,0.001564336,0.0006463851,0.000955379,0.002470054,0.001342099],"domain_scores_gemma":[0.9739458,0.010789,0.001763049,0.001236526,0.008151035,0.004114635],"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":[0.0000445336,0.000008663304,0.0002358538,0.0000571184,0.000009526708,0.0001481739,0.00003917708,0.00001651313,0.00006561935,0.0004326615,0.9958636,0.00307861],"study_design_scores_gemma":[0.00008584404,0.00003458339,0.001053466,0.0002428642,0.0000184299,0.0002503206,0.0003172184,0.00005491588,0.0001446357,0.001075694,0.9966912,0.00003087045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004659845,0.0009483695,0.0001474787,0.8604014,0.1308827,0.00008167507,0.0004149984,0.000106646,0.006550708],"genre_scores_gemma":[0.001498596,0.0002761059,0.0001083397,0.956759,0.02107756,0.00008995378,0.0001233172,0.00002387706,0.02004318],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06064385,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04705992375594246,"score_gpt":0.2768633169547926,"score_spread":0.2298033931988501,"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."}}