{"id":"W4391351710","doi":"10.5489/cuaj.8717","title":"Groundhog clinic","year":2024,"lang":"en","type":"editorial","venue":"Canadian Urological Association Journal","topic":"Hedgehog Signaling Pathway Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Humanities; Art","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":[0.0007470179,0.001382335,0.0009698024,0.001412052,0.00118558,0.002087697,0.001023648,0.00455951,0.09797099],"category_scores_gemma":[0.004319254,0.0005397404,0.0007597115,0.0004450003,0.0006894985,0.001024377,0.00112578,0.006729947,0.04205984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001688874,"about_ca_system_score_gemma":0.001740126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004251405,"about_ca_topic_score_gemma":0.02374299,"domain_scores_codex":[0.9992782,0.00008284116,0.00004063135,0.0001335905,0.0003629298,0.0001017139],"domain_scores_gemma":[0.9982948,0.0003033823,0.0000816878,0.00007740073,0.0004882221,0.0007546736],"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":[0.00003486908,0.000005881229,0.00003735605,0.00004989467,0.0000071882,0.0004282321,0.00000298513,0.0000172035,0.00009299983,0.0003200123,0.9819435,0.0170598],"study_design_scores_gemma":[0.00003479351,0.00001081973,0.0002566615,0.00009053257,0.00001167556,0.0005873483,0.00001128573,0.00003294413,0.00006695779,0.000280071,0.9986109,0.000006029869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004226519,0.02755048,0.0004235442,0.07421979,0.8033929,0.00006342058,0.0002693883,0.0003320723,0.09332576],"genre_scores_gemma":[0.006196039,0.02415095,0.0007356442,0.06481586,0.4112001,0.00007620957,0.0003418128,0.0002421848,0.4922413],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09797099,"threshold_uncertainty_score":0.3277456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118777731002763,"score_gpt":0.2552394868373739,"score_spread":0.2440517095273463,"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."}}