{"id":"W2783761707","doi":"10.5694/mja17.00592","title":"The value of novel oral anticoagulants in rural Australia","year":2018,"lang":"en","type":"letter","venue":"The Medical Journal of Australia","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute; Population Health Research Institute","funders":"","keywords":"Population; Medicine; Original research; Library science; Family medicine; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002718658,0.0002936158,0.001035753,0.0002179578,0.00007710402,0.00004054515,0.0008150162,0.0006033317,0.0009216403],"category_scores_gemma":[0.0009894534,0.0001358159,0.0005070982,0.0003019512,0.0007494487,0.00007771164,0.0001177074,0.002243262,0.00005135276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007928002,"about_ca_system_score_gemma":0.0002061732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002172028,"about_ca_topic_score_gemma":0.00002037585,"domain_scores_codex":[0.9953943,0.0002522093,0.001505284,0.0001370285,0.00222835,0.0004827645],"domain_scores_gemma":[0.9975456,0.0005948041,0.001061292,0.0003952882,0.0002386413,0.0001643771],"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":[0.000437406,0.00002558527,0.02194172,0.0001542471,0.0005928027,0.000722972,0.000106528,0.00000600308,0.0001427164,0.0002635052,0.9749802,0.0006262878],"study_design_scores_gemma":[0.006527383,0.0009001088,0.25615,0.002630475,0.001522597,0.001429277,0.0002253169,0.0001536691,0.0002731635,0.0007362555,0.7290812,0.000370559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3151326,0.00008613242,0.00006877792,0.6816175,0.002643602,0.0003440931,0.000009470354,0.000007132826,0.00009067188],"genre_scores_gemma":[0.8437442,0.0005004102,0.0007966356,0.06563739,0.04580878,0.00000175518,0.00005430247,0.00009294223,0.04336365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6159801,"threshold_uncertainty_score":0.9999917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1690035661702371,"score_gpt":0.417366536377537,"score_spread":0.2483629702072999,"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."}}