{"id":"W3114609774","doi":"10.9745/ghsp-d-20-00639","title":"Learning From Neighbors","year":2020,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Calcification; Aorta; Descending aorta; Asymptomatic; Ascending aorta; Inflammation; Radiology; Abdominal aorta; Nuclear medicine; Carotid arteries; Internal medicine; Cardiology","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":[],"consensus_categories":[],"category_scores_codex":[0.001945591,0.002030086,0.003188158,0.002151925,0.001385104,0.002320243,0.003098747,0.003136134,0.01491869],"category_scores_gemma":[0.007314849,0.000696602,0.001715536,0.002111828,0.0009780094,0.002639919,0.001763663,0.002269601,0.003985019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250276,"about_ca_system_score_gemma":0.001725546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006640103,"about_ca_topic_score_gemma":0.007236932,"domain_scores_codex":[0.9982741,0.0005446855,0.0001292178,0.0005841457,0.0002650502,0.0002028775],"domain_scores_gemma":[0.9968113,0.002073716,0.0001821881,0.0003514604,0.0004383656,0.0001430098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003935123,0.0002540522,0.003185329,0.0005373016,0.0002829388,0.0002139479,0.000145034,0.4413246,0.0006530503,0.02093182,0.04439525,0.4876832],"study_design_scores_gemma":[0.00006917438,0.0001338876,0.0004008307,0.00008261178,0.00004021277,0.0001075554,0.0000992011,0.9527841,0.0004248163,0.03860476,0.00723282,0.00002002541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.04711168,0.008174062,0.9021808,0.003575488,0.001722556,0.0007141217,0.002081238,0.002521277,0.0319187],"genre_scores_gemma":[0.6368704,0.003219045,0.3213464,0.002027615,0.001545573,0.0009806912,0.006104842,0.0005274362,0.02737801],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01491869,"threshold_uncertainty_score":0.04990798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0340385320726907,"score_gpt":0.3813471324150388,"score_spread":0.3473086003423481,"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."}}