{"id":"W4406500694","doi":"10.1016/j.ymed.2016.08.100","title":"10.1016/j.ymed.2016.08.100","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Kidney stones; Environmental health; Vitamin; Physiology; Internal medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004924719,0.0008081463,0.000430917,0.001371668,0.0008221259,0.002188775,0.0008699616,0.003014726,0.8610763],"category_scores_gemma":[0.001659701,0.0002957625,0.0005491046,0.0006504169,0.0006915409,0.001885979,0.001111135,0.001371194,0.7723401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008183939,"about_ca_system_score_gemma":0.001271446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002373597,"about_ca_topic_score_gemma":0.002437263,"domain_scores_codex":[0.9997579,0.00002788826,0.00002334409,0.00005553749,0.00006879929,0.000066471],"domain_scores_gemma":[0.999186,0.0001436391,0.0001286945,0.00004264242,0.0001564241,0.0003427362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003804675,0.000397854,0.007831831,0.0005991585,0.00004338671,0.0006033897,0.0001419133,0.0001759352,0.0005053211,0.004752251,0.3061413,0.6784272],"study_design_scores_gemma":[0.0001031241,0.0001895296,0.00883434,0.001432744,0.00006448782,0.005634024,0.0004332323,0.0002402496,0.000446055,0.005640763,0.9769529,0.00002853177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006362627,0.02137707,0.001759746,0.01213937,0.002904741,0.0001185326,0.003279602,0.00116916,0.9508892],"genre_scores_gemma":[0.0294588,0.009532282,0.002111411,0.003318678,0.001407493,0.00011651,0.002141979,0.0002731814,0.9516397],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1389237,"threshold_uncertainty_score":0.1981578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008069338947876788,"score_gpt":0.2120917928288747,"score_spread":0.2040224538809979,"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."}}