{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001592923,0.0003261867,0.0003974922,0.000171608,0.0003148361,0.0002999601,0.0004264629,0.002347071,0.0002896023],"category_scores_gemma":[0.006648042,0.0002859507,0.000379946,0.0001385557,0.00005179691,0.000003509414,0.00008857581,0.002029728,0.000848581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007820208,"about_ca_system_score_gemma":0.002283567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000334094,"about_ca_topic_score_gemma":0.001879089,"domain_scores_codex":[0.9973882,0.0002913437,0.0005269197,0.0004990724,0.0005875375,0.0007068638],"domain_scores_gemma":[0.9980677,0.0002526323,0.0003558407,0.0002011187,0.0005624015,0.0005603353],"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":[0.0000129117,0.000009895713,0.0009140737,0.000009794145,0.0003369641,0.000078664,0.00001979162,0.000003548112,0.0001223711,0.000004944397,0.9981925,0.0002945637],"study_design_scores_gemma":[0.0002175518,0.0003104957,0.0004184196,0.00002224652,0.0001096445,0.00001688049,0.00002015141,0.000001918089,0.00001652612,0.0004387977,0.9981171,0.00031027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003293416,0.005788647,0.00003172661,0.003275553,0.981779,0.0001400593,0.000608395,0.00003188922,0.005051315],"genre_scores_gemma":[0.01318178,0.001387251,0.00005477724,0.001110026,0.9631014,0.0000170564,0.0006438828,0.00006732751,0.02043654],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01867764,"threshold_uncertainty_score":0.9999593,"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."}}