{"id":"W3136767736","doi":"10.1161/circulationaha.121.054151","title":"Bench to Bedside Discovery, Innovation, Global Health Equity, and Security","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Academy of Medicine; American Academy of Arts and Sciences","keywords":"Bachelor; Medicine; The arts; Medical school; Family medicine; Library science; Management; Medical education; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.014875,0.0005221442,0.0008897617,0.001799339,0.004452199,0.01491328,0.0009109965,0.00639306,0.02387431],"category_scores_gemma":[0.01808356,0.000298561,0.0004078374,0.001686813,0.02674818,0.01289829,0.01078681,0.009100263,0.003035697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00665262,"about_ca_system_score_gemma":0.01375637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002434137,"about_ca_topic_score_gemma":0.003130425,"domain_scores_codex":[0.9924614,0.003301779,0.0002108003,0.0006481363,0.001653066,0.001724831],"domain_scores_gemma":[0.9873346,0.004179254,0.0009792282,0.0009758172,0.001325453,0.005205612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005370482,0.0000682047,0.001367358,0.000252965,0.00002920089,0.0000881166,0.001397425,0.0001763076,0.0001718461,0.7514693,0.1739888,0.07093681],"study_design_scores_gemma":[0.00004548506,0.0001212425,0.002043589,0.0007680862,0.00001188075,0.0001704442,0.002100588,0.0001688533,0.000274388,0.590218,0.4040493,0.00002812582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004023915,0.04001791,0.003867812,0.7800755,0.006464573,0.00005413316,0.0001289071,0.0001349146,0.1652323],"genre_scores_gemma":[0.5315272,0.09151525,0.007983951,0.2798168,0.02345146,0.0002998599,0.0002942172,0.0002321827,0.06487909],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02387431,"threshold_uncertainty_score":0.07986754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332660280514833,"score_gpt":0.4906682724006104,"score_spread":0.3574022443491272,"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."}}