{"id":"W4284678841","doi":"10.1161/res.0000000000000561","title":"Meet the First Authors","year":2022,"lang":"en","type":"article","venue":"Circulation Research","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001096558,0.0007070828,0.0005686545,0.001237063,0.002019783,0.003553416,0.0008791349,0.002345357,0.7307468],"category_scores_gemma":[0.005852463,0.0003093539,0.0004202071,0.000555458,0.0004176383,0.001335526,0.002301972,0.002169203,0.6251678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009514708,"about_ca_system_score_gemma":0.002574357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009714618,"about_ca_topic_score_gemma":0.003448777,"domain_scores_codex":[0.9989154,0.0001573488,0.00005446423,0.0002347786,0.0004197224,0.0002182837],"domain_scores_gemma":[0.9946231,0.000300485,0.0001875791,0.0002952053,0.001780623,0.002813062],"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":[0.00008271072,0.00007531924,0.000899144,0.00009875057,0.000006648398,0.0002532793,0.00009298609,0.0000516124,0.0006629518,0.002876071,0.8526621,0.1422383],"study_design_scores_gemma":[0.0000111846,0.00003327426,0.0005000063,0.00003945696,0.000003140967,0.000242194,0.0001089582,0.00007435521,0.0002660496,0.0007654989,0.9979497,0.00000615849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003420572,0.002807449,0.00443627,0.0425712,0.07607767,0.0003714616,0.002952151,0.001696066,0.865667],"genre_scores_gemma":[0.006471164,0.0006911582,0.0008713934,0.003118048,0.003984704,0.00009578624,0.0005530273,0.000257188,0.9839575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7307468,"threshold_uncertainty_score":0.384057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1532255204087111,"score_gpt":0.4155490201437042,"score_spread":0.262323499734993,"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."}}