{"id":"W2068298342","doi":"10.1136/bmj.324.7332.302d","title":"Saw Taik Leong","year":2002,"lang":"en","type":"article","venue":"BMJ","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; World Wide Web; Computer graphics (images)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004272631,0.0006610407,0.0003863801,0.001045352,0.002137904,0.001639117,0.0005944204,0.001692398,0.1764356],"category_scores_gemma":[0.002687725,0.0003149414,0.0003656538,0.0004075548,0.0005300023,0.001336717,0.001622583,0.004079592,0.04670148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080054,"about_ca_system_score_gemma":0.001915676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01449376,"about_ca_topic_score_gemma":0.03295705,"domain_scores_codex":[0.9996406,0.00003675999,0.00001293351,0.00009397874,0.0001160712,0.00009965734],"domain_scores_gemma":[0.9990346,0.00005508349,0.00002835312,0.00002740152,0.0002795277,0.0005749962],"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":[0.00003057625,0.00002040747,0.0007036391,0.00004525786,0.000004115172,0.0009577969,0.0001532278,0.00001674949,0.0001710907,0.001013495,0.9362787,0.06060487],"study_design_scores_gemma":[0.000008146019,0.00002649759,0.001038293,0.0001012167,0.000004662651,0.001847346,0.0004939979,0.00001993757,0.00005715036,0.0003968043,0.9959971,0.000008895723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01057803,0.05828585,0.00211055,0.3651981,0.1637404,0.0002296131,0.0007941508,0.001083335,0.39798],"genre_scores_gemma":[0.0146155,0.016287,0.0007937473,0.05854216,0.007794373,0.00005499618,0.0002648761,0.0002399115,0.9014074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8235644,"threshold_uncertainty_score":0.5902359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05692778671189987,"score_gpt":0.3156427969857884,"score_spread":0.2587150102738885,"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."}}