{"id":"W7029061205","doi":"","title":"Health professionals for a new century: transforming education to strengthen health systems in an interdependent world","year":2018,"lang":"en","type":"article","venue":"Intellectum (Universidad de La Sabana)","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Interdependence; Health professionals; Curriculum; Healthcare system; Health education; Global health","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":[0.01329633,0.0005391177,0.0004671441,0.001751323,0.00732301,0.01202747,0.001070015,0.005433812,0.006619321],"category_scores_gemma":[0.013847,0.0004236135,0.0003690135,0.001704414,0.01406894,0.01137013,0.01217899,0.008063147,0.001284276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007530362,"about_ca_system_score_gemma":0.03705305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009299033,"about_ca_topic_score_gemma":0.01548065,"domain_scores_codex":[0.9910879,0.005847744,0.0001905793,0.000504993,0.000942726,0.001426208],"domain_scores_gemma":[0.9884707,0.004441835,0.0006966249,0.0005968638,0.001199838,0.004594188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006723346,0.0004822037,0.005744665,0.00103976,0.00003551666,0.0004647495,0.08897384,0.000373126,0.0009771432,0.4395474,0.1361172,0.326177],"study_design_scores_gemma":[0.00004678502,0.0001552334,0.004122131,0.001624068,0.00001570501,0.0002388086,0.04920103,0.0002301092,0.0004257544,0.1660304,0.7778702,0.00003975109],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02352827,0.02782721,0.006158029,0.8762285,0.003819698,0.00006265168,0.00005854957,0.0001330801,0.06218409],"genre_scores_gemma":[0.6502085,0.05849362,0.03444178,0.2183838,0.006730565,0.0002556643,0.0001504537,0.0001444197,0.03119112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01329633,"threshold_uncertainty_score":0.07031858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03161875571617303,"score_gpt":0.3752407598841032,"score_spread":0.3436220041679302,"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."}}