{"id":"W4300881212","doi":"10.1177/09612033100190010101","title":"The 9th International Congress on SLE June 24 – 27 2010, Vancouver, Canada","year":2010,"lang":"en","type":"article","venue":"Lupus","topic":"Otitis Media and Relapsing Polychondritis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000607719,0.00009509397,0.0001178664,0.00002862933,0.000118772,0.00002677754,0.0001489872,0.00007462085,0.0003864401],"category_scores_gemma":[0.0001536855,0.00006051366,0.00004096537,0.00004994799,0.00009885944,0.00002856602,0.00002405221,0.0004164398,0.000073638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000602364,"about_ca_system_score_gemma":0.0002591551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01776783,"about_ca_topic_score_gemma":0.9391851,"domain_scores_codex":[0.9991407,0.00001181452,0.0001362848,0.000143749,0.0003638475,0.000203579],"domain_scores_gemma":[0.9993649,0.000119795,0.00005043196,0.000261548,0.00006499857,0.0001383066],"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":[0.00003703373,0.00003088071,0.005248333,0.000004812314,0.00003199147,0.000157777,0.00003600564,4.02499e-7,0.0009170062,0.0002722853,0.9925746,0.0006888467],"study_design_scores_gemma":[0.0008575072,0.0000396569,0.00003109469,0.00005231001,0.00001761124,0.0002518759,0.00006443485,0.0000520616,0.001737235,0.00005195263,0.9967708,0.0000734889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.007951736,0.0001606744,0.000002847222,0.007336508,0.9720182,0.0001148828,0.00001672922,0.00002941273,0.01236896],"genre_scores_gemma":[0.005649447,0.0001417881,0.0001367041,0.0007049829,0.0008461071,0.000006608419,0.0000177997,0.00001712474,0.9924794],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9801105,"threshold_uncertainty_score":0.9887729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005525945573599446,"score_gpt":0.226806183731606,"score_spread":0.2212802381580065,"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."}}