{"id":"W2098140538","doi":"10.1007/s11673-014-9594-4","title":"Helping or Hindering? Some Ethical Implications of Global Health Work","year":2015,"lang":"en","type":"letter","venue":"Journal of Bioethical Inquiry","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medical law; Work (physics); Engineering ethics; Environmental ethics; Bioethics; Psychology; Political science; Medicine; Law; Engineering","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":[0.03226458,0.0006789552,0.001458872,0.0009574882,0.01673301,0.01342811,0.00324763,0.0959456,0.005367945],"category_scores_gemma":[0.09594075,0.001135332,0.001381983,0.001009287,0.03720161,0.01529329,0.008114436,0.09749752,0.001244239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007921908,"about_ca_system_score_gemma":0.01628974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014906,"about_ca_topic_score_gemma":0.01912164,"domain_scores_codex":[0.9744577,0.01563407,0.001601247,0.001379433,0.003627335,0.003300254],"domain_scores_gemma":[0.9231592,0.06120768,0.002539431,0.001474012,0.004219961,0.007399844],"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":[0.0001148645,0.000158317,0.001538669,0.0003098751,0.00005627928,0.006075498,0.02889543,0.0002704127,0.0004679207,0.3005509,0.6391088,0.02245294],"study_design_scores_gemma":[0.0001296881,0.00006307125,0.001000207,0.001719695,0.00003845311,0.003777788,0.04281987,0.0007165783,0.0002378171,0.2858211,0.6635023,0.0001734556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003864569,0.0007705943,0.0000859415,0.9951788,0.001909442,0.000002821839,0.00000246094,0.000001690637,0.001661868],"genre_scores_gemma":[0.01858012,0.0009454653,0.0003512254,0.9677048,0.01028482,0.00003000689,0.000003118145,0.00001332034,0.002087209],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0959456,"threshold_uncertainty_score":0.1706334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1806690954450718,"score_gpt":0.4543550145825593,"score_spread":0.2736859191374875,"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."}}