{"id":"W2781893076","doi":"10.1093/eurheartj/ehx608","title":"The Population Health Research Institute","year":2017,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Family 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":[0.01089081,0.002128681,0.003513623,0.006216754,0.00200698,0.006240446,0.002590191,0.003780898,0.1790229],"category_scores_gemma":[0.03529344,0.001441099,0.001249789,0.009034681,0.001240073,0.00310288,0.004966063,0.007282111,0.2263858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00244658,"about_ca_system_score_gemma":0.01579173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285035,"about_ca_topic_score_gemma":0.01219129,"domain_scores_codex":[0.9884798,0.003486462,0.0008813223,0.002449967,0.003680552,0.001021872],"domain_scores_gemma":[0.9698479,0.008018504,0.001427157,0.006868064,0.01099233,0.002846102],"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":[0.00008417973,0.00007985177,0.001852781,0.0001641718,0.00003049529,0.00004546369,0.0000574534,0.00004057337,0.00006753041,0.008123772,0.8963494,0.09310424],"study_design_scores_gemma":[0.00006533222,0.0000457788,0.006245011,0.0005691511,0.00003691539,0.00009808857,0.0001143685,0.00007580095,0.0001067914,0.002927063,0.9897007,0.00001506558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001652598,0.02461237,0.006950749,0.07810947,0.0259391,0.0005987756,0.1159721,0.003044109,0.7431207],"genre_scores_gemma":[0.01486811,0.04182362,0.01213214,0.01709796,0.00749656,0.002569288,0.08077935,0.00137564,0.8218574],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1790229,"threshold_uncertainty_score":0.5988913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.577625709225457,"score_gpt":0.6382440754606359,"score_spread":0.06061836623517891,"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."}}