{"id":"W4254782111","doi":"10.36834/cmej.36921","title":"Global Health & Innovation Conference","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009739195,0.0009812373,0.00060388,0.002345048,0.005046719,0.01066478,0.001491918,0.00772866,0.1012497],"category_scores_gemma":[0.006338495,0.0002887617,0.0009368713,0.001296803,0.002700707,0.002439566,0.007701719,0.009300201,0.04017005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0100716,"about_ca_system_score_gemma":0.03428267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00864923,"about_ca_topic_score_gemma":0.01235132,"domain_scores_codex":[0.9932621,0.001519459,0.0001397593,0.0005239593,0.003238462,0.001316318],"domain_scores_gemma":[0.9909453,0.0006648981,0.0002289359,0.0001291274,0.001473166,0.00655852],"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":[0.00004298026,0.00007450024,0.0001998784,0.00009749708,0.000004841574,0.0001448081,0.0001297775,0.00006336836,0.000108593,0.008812333,0.968447,0.0218744],"study_design_scores_gemma":[0.00001819149,0.00001599238,0.0005234219,0.0001120333,0.000001715183,0.00003035885,0.00009638615,0.00002527939,0.0000757113,0.001036055,0.9980579,0.000006980531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003067465,0.02513748,0.0009226074,0.3520853,0.1043377,0.0006050099,0.00223049,0.0003108133,0.5113031],"genre_scores_gemma":[0.02717037,0.009787884,0.001469373,0.05579947,0.02375399,0.0004560622,0.001236034,0.0001352075,0.8801916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1012497,"threshold_uncertainty_score":0.338714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305966445369066,"score_gpt":0.3662774501510813,"score_spread":0.3232177856973907,"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."}}