{"id":"W2994895525","doi":"10.1542/peds.2019-1655","title":"Global Health Experience and Interest: Results From the AAP Periodic Survey","year":2019,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Global Health and Surgery","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; University of Toronto","funders":"","keywords":"Medicine; Logistic regression; Family medicine; Pediatrics; Preference; Demography; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008290341,0.0001130263,0.0002513495,0.00002215964,0.00009563498,0.00002957562,0.00009846032,0.00007019444,0.00003569889],"category_scores_gemma":[0.001000335,0.00007601094,0.00003784307,0.0003270998,0.00005261866,0.00004568531,0.00007175532,0.0001494378,0.0001036413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060785,"about_ca_system_score_gemma":0.0004717573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007585346,"about_ca_topic_score_gemma":0.0008282276,"domain_scores_codex":[0.9986094,0.0001322547,0.0003415918,0.0002942641,0.0002372081,0.0003852991],"domain_scores_gemma":[0.9985997,0.0005061474,0.0001119587,0.0003566741,0.00007238789,0.0003531329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003380991,0.00002611156,0.9687782,0.00003194364,0.000002561943,0.000006865041,0.0007202583,3.849816e-7,5.101502e-7,0.00004417977,0.02590923,0.004141688],"study_design_scores_gemma":[0.0008148059,0.0001309964,0.9838254,0.00001835468,0.000007202023,0.0000174439,0.0003227871,0.00005964643,3.72413e-7,0.00004340079,0.01469033,0.00006925405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899863,0.004002269,0.00002541838,0.003595262,0.0009072475,0.0002899331,0.0005089447,0.00003585082,0.0006488012],"genre_scores_gemma":[0.9924729,0.001667728,0.0001108829,0.005121774,0.0003548348,0.000003426343,0.0001324772,0.000006498508,0.0001294619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01504723,"threshold_uncertainty_score":0.9990232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04326813090028563,"score_gpt":0.3428780381397786,"score_spread":0.2996099072394929,"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."}}