{"id":"W2793862797","doi":"10.1503/cjs.1861012","title":"Author response","year":2018,"lang":"en","type":"letter","venue":"Canadian Journal of Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contrast (vision); Medical physics; Microbubbles; Cholangiography; Radiology; Nuclear medicine; General surgery; Ultrasound; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003655492,0.0008959771,0.00144937,0.0007805136,0.003279222,0.003061522,0.002501423,0.0362513,0.03312053],"category_scores_gemma":[0.04820969,0.0006842522,0.001163792,0.0004921129,0.002495074,0.003525631,0.002459698,0.03168328,0.02647492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004903891,"about_ca_system_score_gemma":0.00413311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00516115,"about_ca_topic_score_gemma":0.005800681,"domain_scores_codex":[0.9963382,0.001214279,0.0004029268,0.0004609868,0.001019439,0.0005642417],"domain_scores_gemma":[0.9851115,0.005547755,0.001204011,0.0004508249,0.005810797,0.001875006],"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":[0.00001722317,0.00000548948,0.0001261514,0.00002999023,0.000003621293,0.0004254424,0.00007307631,0.00001358043,0.00002636333,0.00041487,0.9969696,0.001894646],"study_design_scores_gemma":[0.00005241273,0.00003385786,0.0005270701,0.000368068,0.00001207051,0.00215965,0.0006754136,0.0001053609,0.000119242,0.001753572,0.9941382,0.00005520414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.000167641,0.0006524043,0.00006000818,0.9684577,0.02854674,0.00001530634,0.0001013439,0.00008252275,0.001916241],"genre_scores_gemma":[0.001583111,0.0003756061,0.00007760294,0.9817243,0.0104106,0.00003984943,0.00003452422,0.00002455993,0.005729867],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0362513,"threshold_uncertainty_score":0.1107993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06234416998957731,"score_gpt":0.2783720181202404,"score_spread":0.2160278481306631,"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."}}