{"id":"W4416691437","doi":"10.1097/ju.0000000000004841","title":"Editorial Comment","year":2025,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01807875,0.001758138,0.003353901,0.002899243,0.006811905,0.0107647,0.005737763,0.06711508,0.03389905],"category_scores_gemma":[0.1691697,0.001470949,0.003863143,0.001972571,0.005499405,0.004634601,0.004158753,0.04840457,0.02520718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008814333,"about_ca_system_score_gemma":0.01092621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006370828,"about_ca_topic_score_gemma":0.01063893,"domain_scores_codex":[0.9796887,0.003861513,0.002140678,0.003131635,0.008441587,0.002735868],"domain_scores_gemma":[0.9168791,0.03614703,0.006525406,0.00352873,0.02929147,0.007628215],"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":[0.0000211177,0.00000410753,0.00005872578,0.00006175015,0.00001333848,0.000124252,0.00005129217,0.000008311709,0.00002486442,0.0003317746,0.9983841,0.0009164749],"study_design_scores_gemma":[0.0001312882,0.00002243627,0.0005921699,0.0006040211,0.00007635069,0.000321392,0.0003531658,0.00009317118,0.0001847385,0.002021694,0.9955474,0.00005207738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001247536,0.0008163257,0.0000663944,0.5597234,0.4368898,0.00003035099,0.000113687,0.00005404853,0.002181277],"genre_scores_gemma":[0.00161848,0.0006762058,0.0001315134,0.7261615,0.2593063,0.0001063501,0.00005760857,0.00006351245,0.01187855],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06711508,"threshold_uncertainty_score":0.1134036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06706682078639283,"score_gpt":0.4839291248002598,"score_spread":0.416862304013867,"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."}}