{"id":"W4312062107","doi":"10.5281/zenodo.7464906","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":"Physics","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":[0.0006386498,0.0002439628,0.0002721536,0.0005623871,0.0003512202,0.0008140784,0.0002592781,0.0003537076,0.001196671],"category_scores_gemma":[0.001615194,0.0002245778,0.0002750637,0.0008215758,0.0005475176,0.000329423,0.0004341356,0.0002397698,0.0001549069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004758983,"about_ca_system_score_gemma":0.0006270509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436496,"about_ca_topic_score_gemma":0.01327604,"domain_scores_codex":[0.9994048,0.0002279161,0.00003663591,0.00008029086,0.0001650249,0.00008533715],"domain_scores_gemma":[0.9989391,0.000301192,0.000486317,0.00004879083,0.0001646108,0.00005996626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003090087,0.0001654481,0.9650272,0.0004558802,0.00008209753,0.0007512062,0.001149201,0.00008339809,0.008417939,0.000136409,0.0002130494,0.02320909],"study_design_scores_gemma":[0.000008360194,0.001473912,0.9878078,0.00009798793,0.00008588575,0.00262738,0.001917571,0.0001815441,0.004290824,0.0001112093,0.001386669,0.0000107857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926245,0.004997258,0.0003430426,0.00007696888,0.0000173711,0.0000464745,0.0001837064,0.0000133125,0.00169729],"genre_scores_gemma":[0.9957009,0.002632126,0.0007438918,0.00005610712,0.00001136797,0.00001878285,0.0001067868,0.000001851059,0.0007280718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01436496,"threshold_uncertainty_score":0.02856266,"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."}}