{"id":"W2921268172","doi":"10.1089/acm.2019.29066.jjw","title":"Values Align for Researching Whole Systems: A Reflective Overview of the Special Issue","year":2019,"lang":"en","type":"editorial","venue":"The Journal of Alternative and Complementary Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Engineering ethics","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":[0.02772156,0.002186869,0.002672786,0.003618237,0.007828964,0.02016912,0.003577884,0.02248981,0.006092258],"category_scores_gemma":[0.07122058,0.0008969461,0.002115731,0.002958111,0.009833927,0.01326556,0.00459064,0.04408709,0.003233419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008715804,"about_ca_system_score_gemma":0.01530515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004387836,"about_ca_topic_score_gemma":0.01176944,"domain_scores_codex":[0.9782616,0.007894218,0.00201785,0.001295152,0.009564853,0.0009663264],"domain_scores_gemma":[0.9012731,0.06787238,0.002566036,0.00228535,0.02022461,0.005778487],"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":[0.000009577602,0.00001391563,0.00003653217,0.0002829312,0.00001204416,0.00008259295,0.0002579931,0.00002714046,0.00002983498,0.00437887,0.9861093,0.008759227],"study_design_scores_gemma":[0.00001381239,0.00001738561,0.0001763115,0.001106627,0.00001846364,0.0001867419,0.0005033431,0.00009903646,0.00004488126,0.008071042,0.9897397,0.00002273606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000355111,0.01411679,0.0003014285,0.2313738,0.7522722,0.00001955553,0.00001615406,0.00002477625,0.001839799],"genre_scores_gemma":[0.001018366,0.01277751,0.0004396682,0.1055425,0.8754534,0.00005145052,0.00001343882,0.00005423954,0.004649484],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02772156,"threshold_uncertainty_score":0.1466073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2090310335309277,"score_gpt":0.5270309378117628,"score_spread":0.3179999042808351,"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."}}