{"id":"W4240156005","doi":"10.1097/01.idc.0000090389.89010.4a","title":"Guidelines Section","year":2002,"lang":"en","type":"article","venue":"Infectious Diseases in Clinical Practice","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interim; Vaccination; Influenza vaccine; Family medicine; Pediatrics; Interim analysis; Pharmacy; Emergency medicine; Internal medicine; Virology; Clinical trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001289666,0.0001773845,0.000424565,0.0001905633,0.0001338351,0.00004376471,0.00009095662,0.0001718946,0.0007563965],"category_scores_gemma":[0.1268115,0.0001547973,0.0002399261,0.0005214443,0.0002285582,0.0004795272,0.0001195705,0.0008511868,0.0008897347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821525,"about_ca_system_score_gemma":0.00008472452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001824529,"about_ca_topic_score_gemma":0.00004035667,"domain_scores_codex":[0.9971056,0.0004391546,0.001079318,0.000440097,0.0005628184,0.0003730337],"domain_scores_gemma":[0.9938388,0.004319558,0.0002202496,0.000470212,0.0008595085,0.0002917091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008185889,0.004572154,0.7470525,0.0001216115,0.0003320964,0.0006396236,0.00008286362,0.0001203392,0.00001962057,0.0002882805,0.1203381,0.1256143],"study_design_scores_gemma":[0.004708689,0.001198386,0.2408653,0.0001375293,0.0003642864,0.0002317973,0.000143685,0.002203587,0.000006192353,0.0005551788,0.74931,0.0002754718],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4741583,0.02011062,0.0004669233,0.0306674,0.005067579,0.002335259,0.00004132837,0.001171487,0.4659811],"genre_scores_gemma":[0.9635004,0.01044893,0.001139,0.0197476,0.003132011,0.0001216557,0.000006067373,0.00004841172,0.001855938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6289719,"threshold_uncertainty_score":0.9998882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2980081214388098,"score_gpt":0.5550747267167521,"score_spread":0.2570666052779422,"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."}}