{"id":"W2916510790","doi":"10.33321/cdi.2014.38.27","title":"Australian Sentinel Practices Research Network, 1 January to 31 March 2013","year":2014,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rhinovirus; Shingles; Quarter (Canadian coin); Public health; Family medicine; Virology; Virus; Pathology","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","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003327159,0.0003050003,0.0005643214,0.0003442772,0.0009834833,0.0001905267,0.001684937,0.000125234,0.0005733496],"category_scores_gemma":[0.009628868,0.0002720123,0.000178577,0.001363877,0.0008588654,0.0002984138,0.002928588,0.001434049,0.003180366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002047345,"about_ca_system_score_gemma":0.0003302662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001194539,"about_ca_topic_score_gemma":0.0001038181,"domain_scores_codex":[0.9946283,0.001179133,0.0005647637,0.0005963401,0.001348679,0.001682852],"domain_scores_gemma":[0.9914678,0.003303677,0.0001765962,0.002911703,0.001192405,0.0009477788],"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":[0.001733941,0.001008785,0.06950593,0.0006078014,0.0003217233,0.00009134944,0.000542919,0.001944634,0.0005915267,0.003246765,0.8942283,0.02617635],"study_design_scores_gemma":[0.0003565538,0.0006414944,0.03819259,0.0006860433,0.0001137618,0.00001860217,0.001659292,0.004512728,0.0007190926,0.002503952,0.9501525,0.0004433739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3523685,0.05161261,0.003261139,0.1418025,0.001278167,0.01220184,0.0002157456,0.001340661,0.4359188],"genre_scores_gemma":[0.955865,0.008091982,0.006203203,0.003438388,0.0009030331,0.0006546307,0.0000847703,0.00009119797,0.02466777],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6034966,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3375331933240263,"score_gpt":0.5184814751951652,"score_spread":0.1809482818711389,"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."}}