{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08328535,0.0007988928,0.001035322,0.0007740798,0.02002875,0.01682951,0.003948138,0.02844432,0.007456068],"category_scores_gemma":[0.1471121,0.0008282066,0.001131791,0.0009081214,0.02380335,0.01881485,0.01260498,0.04465801,0.001321977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009618287,"about_ca_system_score_gemma":0.02455706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003391172,"about_ca_topic_score_gemma":0.007055894,"domain_scores_codex":[0.9178234,0.05764204,0.00308067,0.003100235,0.01160565,0.006748109],"domain_scores_gemma":[0.8307815,0.1309494,0.007338926,0.002600965,0.01172644,0.01660277],"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":[0.00005781736,0.0001378143,0.001380524,0.0004610638,0.00003807224,0.007095683,0.08783475,0.0007877937,0.0008530413,0.4015017,0.4513252,0.04852663],"study_design_scores_gemma":[0.00002644474,0.00005981975,0.0008695746,0.001745835,0.00002331302,0.004535187,0.1095764,0.0005411673,0.0004887771,0.138687,0.7433041,0.00014229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00320047,0.002250615,0.002354257,0.9815254,0.003385075,0.0000310415,0.00001633733,0.00001744242,0.007219383],"genre_scores_gemma":[0.180347,0.00809001,0.01111673,0.7754007,0.01454108,0.0004259619,0.00004087508,0.0001532197,0.009884457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08328535,"threshold_uncertainty_score":0.4404603,"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."}}