{"id":"W3216202098","doi":"10.5489/cuaj.7678","title":"This stone (may?) too shall pass","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002252253,0.0006911185,0.00104529,0.001088852,0.008151266,0.008955094,0.001088221,0.00993117,0.09015403],"category_scores_gemma":[0.01176696,0.0004610909,0.001452651,0.0008685903,0.005064609,0.007932326,0.004811816,0.01207013,0.04166869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002542971,"about_ca_system_score_gemma":0.006742164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03033617,"about_ca_topic_score_gemma":0.04291282,"domain_scores_codex":[0.9978719,0.0002875794,0.0001612945,0.0001931249,0.00101007,0.000476047],"domain_scores_gemma":[0.9972597,0.0002711714,0.0002421685,0.0002322504,0.001020737,0.000973943],"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":[0.0001847433,0.00009101475,0.002008152,0.0002026479,0.00003348715,0.003437799,0.002180075,0.00004754933,0.0004371561,0.06834259,0.8543379,0.06869684],"study_design_scores_gemma":[0.000008310102,0.00003707525,0.0005555613,0.0001791663,0.00001285178,0.0015781,0.002442643,0.00001700509,0.000115562,0.00632569,0.988698,0.00002997427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004858697,0.01349363,0.001806289,0.6148384,0.1305348,0.00007298844,0.0002751446,0.0004849663,0.2336351],"genre_scores_gemma":[0.05452435,0.01347883,0.002814327,0.2026071,0.0217595,0.00004289724,0.000218557,0.0005433743,0.7040111],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09015403,"threshold_uncertainty_score":0.3015953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662560025672382,"score_gpt":0.2513943793067308,"score_spread":0.2347687790500069,"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."}}