{"id":"W2518257721","doi":"10.7748/ns.24.11.59.s48","title":"Understanding haematuria","year":2009,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Medical and Health Sciences Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004624465,0.00006695402,0.0001896828,0.00009781937,0.0001928301,0.00002999339,0.00006637286,0.00006370855,0.0004581664],"category_scores_gemma":[0.0001288238,0.00004850388,0.00004129713,0.0002708698,0.0001686517,0.0000517763,0.000003739585,0.0002496415,0.00002764094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004571505,"about_ca_system_score_gemma":0.0002780686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001733642,"about_ca_topic_score_gemma":7.433787e-7,"domain_scores_codex":[0.998489,0.00002023702,0.0001507936,0.0001790133,0.0007851424,0.0003758531],"domain_scores_gemma":[0.9993728,0.00003454803,0.00002311689,0.000145792,0.00005261697,0.000371166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00277133,0.0004719398,0.002957317,0.0002602563,0.00002392058,0.0004267317,0.003923784,0.00000565901,0.004079952,0.1824547,0.3714845,0.4311399],"study_design_scores_gemma":[0.01424095,0.01680521,0.1009794,0.01118958,0.0001993225,0.001276219,0.0059671,0.007538843,0.006727759,0.5969346,0.2370253,0.001115677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08748576,0.001067454,0.1003611,0.2318895,0.001268429,0.0008491211,0.00001181577,0.0003419965,0.5767248],"genre_scores_gemma":[0.9944029,0.00004333516,0.002645734,0.00170416,0.0002271414,9.503659e-7,0.000003143734,0.000004672831,0.0009679202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9069172,"threshold_uncertainty_score":0.50166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2625361829207439,"score_gpt":0.4592757606833715,"score_spread":0.1967395777626276,"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."}}