{"id":"W2770600884","doi":"10.1177/2150135117733940","title":"The Burdens of Offering: Ethical and Practical Considerations","year":2017,"lang":"en","type":"article","venue":"World Journal for Pediatric and Congenital Heart Surgery","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Context (archaeology); Intensive care medicine; Intensive care; Variety (cybernetics); Distress; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002043304,0.0001156578,0.0003547863,0.0001191396,0.001910384,0.0002060706,0.00002756294,0.0001784881,0.00002160917],"category_scores_gemma":[0.0065493,0.00007956222,0.0001325203,0.00006774961,0.00035735,0.0001101786,0.00004770369,0.001192193,0.000001426092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001430048,"about_ca_system_score_gemma":0.0006561403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004814616,"about_ca_topic_score_gemma":0.00009834237,"domain_scores_codex":[0.9986932,0.00008636148,0.0005066353,0.0001553543,0.0002817446,0.0002767464],"domain_scores_gemma":[0.992269,0.006386173,0.0002408966,0.0002235355,0.0005253208,0.0003550237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008862531,0.000157311,0.8166964,0.0008246653,0.000238985,0.0005677044,0.0009849541,3.947802e-7,0.00007282697,0.03980775,0.1324447,0.007318038],"study_design_scores_gemma":[0.002474903,0.0007865738,0.4251563,0.0001398373,0.001311944,0.01243775,0.0007475538,0.0002931595,0.00009335676,0.02770688,0.5282627,0.0005889917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8430999,0.009333957,0.0000633591,0.1448324,0.001449464,0.0003523052,0.00002091475,0.00001414469,0.0008335596],"genre_scores_gemma":[0.9895191,0.005951791,0.0006696885,0.0009469602,0.001891666,0.000009402626,0.000001488299,0.00001469715,0.0009952303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.395818,"threshold_uncertainty_score":0.999389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09493634086430607,"score_gpt":0.411652047448018,"score_spread":0.316715706583712,"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."}}