{"id":"W2215371706","doi":"10.1111/bioe.12221","title":"Vulnerability, Health Agency and Capability to Health","year":2015,"lang":"en","type":"article","venue":"Bioethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Vulnerability (computing); Agency (philosophy); Health policy; Autonomy; Public health; Public relations; Political science; Sociology; Environmental health; Health care; Medicine; Computer security; Law; Social science; Computer science; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06222906,0.0001961738,0.000477487,0.00008277118,0.001730353,0.00001634844,0.0003019923,0.0006050015,0.0001335241],"category_scores_gemma":[0.06358435,0.0001740891,0.00003591734,0.0003743703,0.0008247409,0.0001433327,0.0004840496,0.007917145,0.0005095182],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008602348,"about_ca_system_score_gemma":0.006678384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01350501,"about_ca_topic_score_gemma":0.009121419,"domain_scores_codex":[0.9840893,0.01241956,0.001015016,0.0006212905,0.0009760002,0.0008788076],"domain_scores_gemma":[0.9876866,0.008241436,0.0003824848,0.0008833911,0.0006522152,0.002153897],"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":[0.0002402202,0.0005295764,0.09060831,0.004192638,0.0000359184,0.000006960082,0.2447255,0.000007133359,0.00001896596,0.3467836,0.2665714,0.04627977],"study_design_scores_gemma":[0.001598539,0.001635127,0.04418853,0.0006053918,0.00001426078,0.000008112263,0.03678055,0.00009311509,0.000008097564,0.3212204,0.5933142,0.0005337136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05846556,0.002454989,0.004973164,0.9144138,0.003136264,0.002289279,0.00005999581,0.0003162996,0.01389072],"genre_scores_gemma":[0.7621134,0.00100612,0.0229983,0.2117859,0.0007970945,0.0001287889,0.00002036659,0.00005315872,0.001096809],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7036479,"threshold_uncertainty_score":0.9995692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4630413431539661,"score_gpt":0.605129556385976,"score_spread":0.1420882132320099,"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."}}