{"id":"W4312085824","doi":"10.5281/zenodo.7469758","title":"INFECÇÃO NO TRATO URINÁRIO (ITU) X ALTERAÇÃO NO ANTÍGENO PROSTÁTICO ESPECÍFICO (PSA) EM HOMENS.","year":2022,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Art; 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":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005004288,0.0007323301,0.0009475354,0.0007927691,0.02624144,0.000814997,0.002225953,0.0002524861,0.1439618],"category_scores_gemma":[0.003834415,0.0008321829,0.0002228643,0.002045123,0.0004146326,0.0004960386,0.00975124,0.003436337,0.1087018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00212821,"about_ca_system_score_gemma":0.0001419535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008282887,"about_ca_topic_score_gemma":0.00000341386,"domain_scores_codex":[0.9861324,0.005966893,0.001627873,0.002089116,0.00183863,0.002345019],"domain_scores_gemma":[0.9929409,0.0002264909,0.000923818,0.002076064,0.002928898,0.000903798],"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":[0.001036564,0.00176453,0.0002243008,0.003248547,0.0003662628,0.000147408,0.0410371,0.0000724968,0.001632713,0.004081833,0.9201144,0.02627388],"study_design_scores_gemma":[0.002018925,0.002215752,0.003263722,0.0002086464,0.00008231692,0.0001483787,0.007809362,0.0003971689,0.00004972986,0.00009455555,0.9829469,0.0007644844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.267166,0.008887878,0.002113123,0.03989945,0.02012121,0.03584513,0.01598253,0.01015505,0.5998296],"genre_scores_gemma":[0.8435317,0.002725995,0.0004249074,0.004763945,0.005137239,0.00001330609,0.006028915,0.01184744,0.1255266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5763656,"threshold_uncertainty_score":0.9994129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09197120396221091,"score_gpt":0.3472089758662653,"score_spread":0.2552377719040544,"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."}}