{"id":"W4416907798","doi":"10.5489/cuaj.9539","title":"Dr. Michelle Jillian Strovski","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.001338469,0.00042425,0.0007195334,0.001338102,0.0008978071,0.002223813,0.0005467036,0.002055872,0.07122149],"category_scores_gemma":[0.01638745,0.0002401134,0.0002751972,0.0005230972,0.0007037374,0.00149861,0.0008753455,0.004556914,0.03906907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001667296,"about_ca_system_score_gemma":0.002456508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005944134,"about_ca_topic_score_gemma":0.00841427,"domain_scores_codex":[0.9992114,0.0001064966,0.00005804567,0.0002164569,0.0003151517,0.00009235414],"domain_scores_gemma":[0.9942243,0.0007465977,0.0002939746,0.0001297246,0.002768769,0.001836741],"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":[0.00003223487,0.000006160075,0.0008566802,0.0000674094,0.000005708005,0.0004852579,0.00006957945,0.00003715791,0.000140851,0.001130812,0.9608452,0.03632308],"study_design_scores_gemma":[0.0000121154,0.00001852575,0.001569833,0.0001860194,0.000007383081,0.005691067,0.0002519921,0.0001272948,0.0003516027,0.001477113,0.9902754,0.00003160452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003669462,0.04407679,0.003703574,0.8235458,0.07286409,0.00007485964,0.0009258459,0.0006780106,0.05046156],"genre_scores_gemma":[0.06059712,0.08244982,0.003826876,0.2626749,0.07499825,0.0001607002,0.0009976117,0.0009061391,0.5133885],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07122149,"threshold_uncertainty_score":0.2382597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093987058490509,"score_gpt":0.1937952426779978,"score_spread":0.1728553720930927,"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."}}