{"id":"W2895663681","doi":"","title":"Vulnerability, Health Care, and Need","year":2016,"lang":"en","type":"article","venue":"PhilPapers (PhilPapers Foundation)","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Vulnerability (computing); Health care; Business; Computer science; Risk analysis (engineering); Computer security; Economic growth; Economics","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":[0.003166456,0.0001893681,0.0004182814,0.002751754,0.006750109,0.005866988,0.0005614268,0.002758904,0.01302546],"category_scores_gemma":[0.01573616,0.0002877015,0.0002872526,0.002677527,0.01010033,0.005360554,0.00650525,0.003022515,0.0003438747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003812099,"about_ca_system_score_gemma":0.006372567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02159568,"about_ca_topic_score_gemma":0.02969444,"domain_scores_codex":[0.9966756,0.001440987,0.0001496352,0.0001444994,0.0003870845,0.001202266],"domain_scores_gemma":[0.9904501,0.003524926,0.001250244,0.000255253,0.0004366362,0.00408288],"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":[0.0003447998,0.001015053,0.4005713,0.0002825465,0.0001733592,0.001324669,0.08260293,0.0006659022,0.0002083154,0.4333283,0.02548188,0.05400103],"study_design_scores_gemma":[0.00007620096,0.0001772464,0.272554,0.001063467,0.00007455647,0.001281711,0.3220631,0.0006953262,0.0001606355,0.3372676,0.06446061,0.0001255521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.612056,0.01100134,0.000486912,0.2553711,0.0004608755,0.00003701143,0.0003938039,0.0000128735,0.12018],"genre_scores_gemma":[0.9948138,0.001508529,0.00004350032,0.002066724,0.0001500871,0.00001606266,0.00002854105,0.000003888754,0.001368947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02159568,"threshold_uncertainty_score":0.04357451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05390276571571852,"score_gpt":0.4165709607410127,"score_spread":0.3626681950252942,"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."}}