{"id":"W2967183876","doi":"10.3389/fimmu.2019.02012","title":"Immunology Education Without Borders","year":2019,"lang":"en","type":"review","venue":"Frontiers in Immunology","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children; SickKids Foundation","funders":"Volkswagen Foundation; Bill and Melinda Gates Foundation","keywords":"Globe; Consolidation (business); Medical education; Medicine; Political science; Psychology; Business","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":[0.006038088,0.0008409995,0.0007149551,0.001353394,0.003664255,0.008619703,0.001458897,0.005625481,0.1020369],"category_scores_gemma":[0.01130745,0.0004111643,0.0008196637,0.0008239013,0.003703436,0.008877571,0.01615457,0.009730203,0.03458303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003834111,"about_ca_system_score_gemma":0.01277542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007964407,"about_ca_topic_score_gemma":0.001524829,"domain_scores_codex":[0.9953746,0.001253212,0.0002117112,0.000771779,0.001296247,0.001092464],"domain_scores_gemma":[0.9879357,0.001691526,0.0006647322,0.001096479,0.001325528,0.007286195],"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":[0.00007612629,0.0003905893,0.001712264,0.0006047129,0.00002024819,0.0002659946,0.001622864,0.000169836,0.001428182,0.1362778,0.6321369,0.2252945],"study_design_scores_gemma":[0.000009733229,0.00004621239,0.0006946222,0.0004589265,0.000004641169,0.0001622315,0.0003637285,0.00003124066,0.0002108865,0.01795575,0.9800561,0.000005973734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.006303192,0.05659416,0.005778213,0.3840213,0.0407154,0.0001116681,0.0003832296,0.0006397844,0.5054531],"genre_scores_gemma":[0.08290014,0.04142039,0.007826776,0.2908368,0.01866492,0.0002574618,0.0007107217,0.0004337438,0.5569491],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1020369,"threshold_uncertainty_score":0.3413474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05654073223974956,"score_gpt":0.4414099576223407,"score_spread":0.3848692253825912,"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."}}