{"id":"W3195815913","doi":"10.1503/cmaj.210625","title":"Vulnerability and virtue","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Ethics in medical practice","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Vulnerability (computing); Virtue; Breathing; Computer science; Medicine; Computer security; Anatomy; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003955473,0.0004122344,0.0004322557,0.001014128,0.009185071,0.008334032,0.0006012465,0.003313035,0.007164331],"category_scores_gemma":[0.006116601,0.0001843664,0.0002922642,0.0006056461,0.05483982,0.006595918,0.008922706,0.004104119,0.0007338543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004031264,"about_ca_system_score_gemma":0.004220539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003763729,"about_ca_topic_score_gemma":0.003520915,"domain_scores_codex":[0.995358,0.002814154,0.00009019276,0.0003923943,0.0005631503,0.0007820614],"domain_scores_gemma":[0.9965827,0.001458941,0.0003763145,0.0004047555,0.0003260866,0.0008512],"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":[0.000009542553,0.000009300738,0.0005972158,0.00001605947,0.000003413178,0.00007521327,0.006777737,0.00005512501,0.00003470198,0.9857734,0.003616852,0.003031494],"study_design_scores_gemma":[0.00001290212,0.00001879486,0.001123198,0.0001445684,0.000004207805,0.0002679196,0.009972204,0.0001533731,0.00007005376,0.8927543,0.09546095,0.00001763027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.07456495,0.008929317,0.005876997,0.07341553,0.0006663681,0.00003878213,0.00006374579,0.00004088739,0.8364034],"genre_scores_gemma":[0.9771655,0.001642986,0.0006898266,0.004418833,0.0002213619,0.0000375144,0.00001546914,0.00002467453,0.01578388],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009185071,"threshold_uncertainty_score":0.02924907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03944937978628565,"score_gpt":0.4312086924757603,"score_spread":0.3917593126894746,"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."}}