{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002559676,0.0001742555,0.0002406337,0.002409795,0.0003448078,0.0007140437,0.000432107,0.0004729421,0.001842117],"category_scores_gemma":[0.009942613,0.0001656964,0.0005100505,0.002497199,0.0003173314,0.000908546,0.001524829,0.0007991011,0.0003709909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005416645,"about_ca_system_score_gemma":0.0008513019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024928,"about_ca_topic_score_gemma":0.01114941,"domain_scores_codex":[0.9983264,0.0005321033,0.0002395397,0.0001317919,0.0005073662,0.0002628434],"domain_scores_gemma":[0.9886017,0.002594885,0.005538425,0.000285113,0.00137544,0.001604503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000193153,0.00003858148,0.9962759,0.00002987314,0.00001937763,0.00002598881,0.0004372328,0.00004030396,0.00002618448,0.00001405042,0.0008552752,0.002218026],"study_design_scores_gemma":[0.000001022297,0.00002615218,0.9988913,0.00001062531,0.00000270798,0.00003571765,0.000676399,0.00002814507,0.000009194755,0.000004462409,0.0003126309,0.000001695154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897989,0.000242415,0.00008656683,0.0004914847,0.00001429619,0.00006925815,0.006877218,0.00001264429,0.00240723],"genre_scores_gemma":[0.9945709,0.0002787447,0.0002010669,0.000159071,0.00002552306,0.0001216748,0.004378234,0.000005520076,0.0002591952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01024928,"threshold_uncertainty_score":0.02037925,"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."}}