{"id":"W4400203616","doi":"10.3899/jrheum.2024-0330_podium_presentations","title":"Podium Presentations","year":2024,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004508678,0.0008943072,0.0007861797,0.001321989,0.001384694,0.002324533,0.001164841,0.001587401,0.2032769],"category_scores_gemma":[0.002756484,0.0002794187,0.0007021892,0.0008328176,0.000461698,0.001452191,0.002612612,0.002813541,0.06654928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000753537,"about_ca_system_score_gemma":0.0009608521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110548,"about_ca_topic_score_gemma":0.001088274,"domain_scores_codex":[0.9995083,0.00005081217,0.00006230704,0.00008395521,0.0001433951,0.0001512581],"domain_scores_gemma":[0.9990921,0.0000821876,0.0001291323,0.0001120586,0.0002068385,0.0003777339],"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":[0.0005656492,0.0001506025,0.009030707,0.001111883,0.0001032921,0.03834587,0.0002219928,0.0003483553,0.002583752,0.01355872,0.6528835,0.2810957],"study_design_scores_gemma":[0.0001597148,0.000127165,0.006463268,0.0008507558,0.00007716398,0.1237424,0.0002941443,0.0003622677,0.001265681,0.006657667,0.8599503,0.00004943395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04549633,0.04154949,0.01410407,0.03200686,0.02488034,0.0007502793,0.01330318,0.005090077,0.8228194],"genre_scores_gemma":[0.3841354,0.0288519,0.01175579,0.02531143,0.01426646,0.0005479407,0.01896299,0.001797105,0.514371],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7967231,"threshold_uncertainty_score":0.6800288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03822557594479404,"score_gpt":0.2402043151055973,"score_spread":0.2019787391608033,"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."}}