{"id":"W3138969226","doi":"10.1080/16549716.2021.1893026","title":"Last mile research: a conceptual map","year":2021,"lang":"en","type":"article","venue":"Global Health Action","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Conceptualization; Mile; Last mile (transportation); Equity (law); Geography; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04059911,0.001543704,0.0008930044,0.01703771,0.01115135,0.02129798,0.005014836,0.00533719,0.006910118],"category_scores_gemma":[0.03241841,0.001098579,0.001498447,0.01769384,0.03974806,0.03630456,0.01425344,0.007848727,0.0008825256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01836298,"about_ca_system_score_gemma":0.03077255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007086269,"about_ca_topic_score_gemma":0.003645627,"domain_scores_codex":[0.9695911,0.02186508,0.001583503,0.001787246,0.003991767,0.001181184],"domain_scores_gemma":[0.953795,0.03231199,0.002348912,0.002182151,0.006090262,0.003271648],"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":[0.00003189688,0.00008577076,0.001863043,0.001745268,0.00002253688,0.0003784341,0.1103811,0.001263675,0.0002792279,0.8310653,0.008239905,0.0446439],"study_design_scores_gemma":[0.00002864167,0.00007019066,0.001592992,0.003973895,0.00002411245,0.000502295,0.1642184,0.002942749,0.0001878885,0.6264884,0.1999133,0.00005721522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.07132674,0.03446737,0.4267494,0.2413292,0.002584264,0.00522301,0.001052288,0.0007401254,0.2165277],"genre_scores_gemma":[0.6073132,0.01729447,0.3609991,0.0046602,0.0003989165,0.003706996,0.0007066019,0.0001829434,0.004737671],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04059911,"threshold_uncertainty_score":0.2147112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8959018536883693,"score_gpt":0.7941216605772834,"score_spread":0.1017801931110859,"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."}}