{"id":"W2305853968","doi":"10.1097/00006534-200004050-00056","title":"REPLY","year":2000,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Regional Laboratory Medicine Program","funders":"","keywords":"Medicine; Humanities; Theology; Philosophy","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001687084,0.0006054863,0.001343127,0.0006933644,0.00009628049,0.00004616704,0.0001287818,0.000792375,0.007867603],"category_scores_gemma":[0.001081142,0.0005435148,0.0007063604,0.0003348457,0.000458839,0.0001002925,0.00003228747,0.002319855,0.0009012715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128373,"about_ca_system_score_gemma":0.0008419462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006565474,"about_ca_topic_score_gemma":0.00000220057,"domain_scores_codex":[0.9968885,0.0001193454,0.0007154817,0.000923525,0.0005705888,0.0007826007],"domain_scores_gemma":[0.9951084,0.00364905,0.0002573019,0.000646148,0.0001732789,0.0001658177],"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":[0.0001429501,0.00003779244,0.008832147,0.0003278591,0.0004382955,0.001720073,0.00003261666,3.395748e-7,0.00000897259,0.000001279257,0.9552504,0.03320725],"study_design_scores_gemma":[0.0003977922,0.0000726921,0.00574231,0.0006502822,0.0004962533,0.003013935,0.00006435396,0.000007981789,0.00005508758,0.0003208546,0.9885446,0.0006337862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1005454,0.002752307,0.0001075603,0.7160795,0.01911499,0.002163801,0.000907294,0.001138516,0.1571905],"genre_scores_gemma":[0.01047113,0.0007076793,0.0004149952,0.967774,0.01002387,0.0001500911,0.002121624,0.0002846448,0.00805202],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2516944,"threshold_uncertainty_score":0.9999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820858269075279,"score_gpt":0.2313309504943532,"score_spread":0.2131223678036004,"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."}}