{"id":"W1998847143","doi":"10.4081/mm.2003.4320","title":"DIAGNOSI DI PROSTATITE CRONICA: IL RUOLO DEL LABORATORIO DI MICROBIOLOGIA","year":2003,"lang":"it","type":"article","venue":"Microbiologia medica","topic":"Legal and Labor Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Microbiologists","funders":"","keywords":"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001281031,0.001160952,0.001299688,0.0002893022,0.001057038,0.0006015286,0.001100655,0.0008562034,0.001570769],"category_scores_gemma":[0.002368193,0.0008851271,0.000334337,0.001584139,0.001282406,0.0007144215,0.0009249634,0.001166049,0.003301176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345331,"about_ca_system_score_gemma":0.0004078801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000621275,"about_ca_topic_score_gemma":0.0002786223,"domain_scores_codex":[0.9948283,0.0002349044,0.00122736,0.001519186,0.0002701222,0.001920092],"domain_scores_gemma":[0.9970126,0.0003843277,0.0008567919,0.0008578014,0.0007796129,0.0001089182],"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":[0.0001522239,0.001394082,0.298464,0.000917646,0.001033483,0.0004765138,0.0005556882,0.000005889638,0.1017774,0.01343712,0.5799428,0.001843233],"study_design_scores_gemma":[0.002019961,0.0001461817,0.02983186,0.0003937081,0.0004621774,0.00002387777,0.00063836,0.000008437665,0.003208047,0.0001077615,0.9618459,0.001313765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9275343,0.0363185,0.0001186941,0.005776879,0.009941454,0.002645895,0.001093855,0.0007600274,0.01581036],"genre_scores_gemma":[0.9830855,0.002901212,0.0003677358,0.006775768,0.001912967,0.0003162911,0.0006037964,0.0001243145,0.003912425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3819031,"threshold_uncertainty_score":0.99936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055821312948255,"score_gpt":0.2127763488544605,"score_spread":0.2022181357249779,"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."}}