{"id":"W4406647136","doi":"10.1016/b978-84-8086-689-7.00017-8","title":"10.1016/b978-84-8086-689-7.00017-8","year":2000,"lang":"en","type":"book-chapter","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":"Political science","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":[0.0007282853,0.002444617,0.001389781,0.001668152,0.001395837,0.003992849,0.002665073,0.003887409,0.9788541],"category_scores_gemma":[0.0013134,0.0008129013,0.0009041797,0.001781641,0.001168781,0.004329397,0.003143891,0.00226442,0.9887905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007693263,"about_ca_system_score_gemma":0.0007717469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003124092,"about_ca_topic_score_gemma":0.00334098,"domain_scores_codex":[0.9996203,0.00002241632,0.00002270722,0.0001322019,0.0001283726,0.0000739933],"domain_scores_gemma":[0.9986696,0.0004354704,0.00008443842,0.0001519939,0.0002383191,0.0004201972],"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":[0.0001546626,0.0001290936,0.0002888869,0.0004731477,0.00001519673,0.0001229735,0.00008745489,0.0002698007,0.002120476,0.005582536,0.4019779,0.5887779],"study_design_scores_gemma":[0.0000189224,0.00004561066,0.0004446063,0.0002826174,0.000006758169,0.0001773809,0.00006885782,0.00008588353,0.0002475698,0.001029641,0.9975805,0.00001158825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001359145,0.0005417988,0.0005713856,0.0002120342,0.0001624421,0.00003745983,0.0004804113,0.000648734,0.9972098],"genre_scores_gemma":[0.0003508984,0.0003012392,0.0002832572,0.00009919453,0.00003530793,0.00002790476,0.0003139136,0.0001557051,0.9984326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02114594,"threshold_uncertainty_score":0.03016204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154343224403423,"score_gpt":0.205417801997075,"score_spread":0.1938743697530408,"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."}}