{"id":"W2330214997","doi":"10.1097/sla.0000000000001206","title":"Reply to","year":2015,"lang":"en","type":"letter","venue":"Annals of Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"","keywords":"Medicine; Library science; Family 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":[],"consensus_categories":[],"category_scores_codex":[0.0005352457,0.0002178563,0.000834872,0.0004101815,0.0000130142,0.000009059871,0.0000991823,0.0003347221,0.0003103437],"category_scores_gemma":[0.0006240943,0.0001858072,0.0004032348,0.000255179,0.00005328719,0.00003747791,0.00004242556,0.000542476,0.0002435478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008606749,"about_ca_system_score_gemma":0.0003947224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001803116,"about_ca_topic_score_gemma":7.8608e-7,"domain_scores_codex":[0.9982358,0.00004219956,0.0004397307,0.0003164991,0.0005823466,0.0003834847],"domain_scores_gemma":[0.9982908,0.0002032766,0.0001446392,0.0006126722,0.0005894176,0.0001592374],"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":[0.0000586155,0.0000415621,0.001780886,0.0003429871,0.0001272183,0.00042296,0.00005668209,1.455223e-7,0.00002049883,5.290962e-7,0.9940578,0.003090115],"study_design_scores_gemma":[0.00006928953,0.0000745689,0.001635723,0.0003149,0.00004958565,0.00003440613,0.00002602861,1.548829e-7,0.0004136486,0.0001244404,0.9970747,0.0001826102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005706091,0.000969847,0.000001642118,0.9806504,0.0005304856,0.0002288622,0.00005045327,0.00004921273,0.01181302],"genre_scores_gemma":[0.002768622,0.0002358232,0.00003117816,0.9861494,0.002111099,0.00001721599,0.0003823868,0.00005182377,0.008252413],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005499052,"threshold_uncertainty_score":0.7576996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2440739391180611,"score_gpt":0.3558884766001071,"score_spread":0.111814537482046,"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."}}