{"id":"W2002432807","doi":"10.1093/phe/phu026","title":"Justifying the Initiation and Continued Provision of Public Health Interventions in Humanitarian Settings","year":2014,"lang":"en","type":"article","venue":"Public Health Ethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bioethics; Psychological intervention; Library science; Sociology; Public health; Law; Political science; Media studies; Medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1662244,0.0001860771,0.0005547451,0.0003821789,0.003230819,0.00007024353,0.0004314726,0.0006796138,0.0001022609],"category_scores_gemma":[0.1772997,0.0001504688,0.00006987827,0.0007091134,0.0005219047,0.0006009167,0.0003577724,0.01289683,0.00002587895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005087258,"about_ca_system_score_gemma":0.005358951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003261226,"about_ca_topic_score_gemma":0.006149529,"domain_scores_codex":[0.958918,0.03438901,0.003108375,0.0006182012,0.001367432,0.001599029],"domain_scores_gemma":[0.9521999,0.04222421,0.002712467,0.0007880781,0.001290171,0.000785219],"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":[0.000009768711,0.0002689601,0.00797465,0.01023119,0.00001916265,5.053958e-7,0.3965837,9.068245e-7,0.000005936491,0.5335869,0.002365639,0.0489527],"study_design_scores_gemma":[0.002211104,0.0005931161,0.07964944,0.004523749,0.00001465063,0.000005369615,0.06321876,0.001741422,8.653121e-7,0.02053207,0.8272185,0.0002909992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01189412,0.0007866335,0.02790808,0.9532131,0.0008857565,0.001693969,0.00001681845,0.0001063032,0.003495249],"genre_scores_gemma":[0.8627853,0.0007273717,0.002060514,0.1337443,0.0002764489,0.0001755334,0.00007017104,0.00003827885,0.0001221247],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8508912,"threshold_uncertainty_score":0.9980668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4962356039645245,"score_gpt":0.5730980357718648,"score_spread":0.07686243180734031,"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."}}