{"id":"W2004700833","doi":"10.1378/chest.14-0513","title":"Medical Futility","year":2014,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cognitive reframing; Legislation; Medicine; Narrative; Democracy; Law and economics; Health care; Social contract; Public relations; Law; Political science; Politics; Sociology; Social psychology; Psychology","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":[0.00634048,0.0006914229,0.001336592,0.003597378,0.001151011,0.003575677,0.0009993069,0.005509663,0.01037161],"category_scores_gemma":[0.02902687,0.0004261053,0.0008696297,0.002340603,0.003381603,0.00425006,0.002699982,0.006417486,0.001083286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003348446,"about_ca_system_score_gemma":0.009105799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002272535,"about_ca_topic_score_gemma":0.007144467,"domain_scores_codex":[0.9956402,0.002215207,0.0005143685,0.000263248,0.00111,0.0002570311],"domain_scores_gemma":[0.9782006,0.01710238,0.002327062,0.0003476608,0.001417323,0.0006050497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006600078,0.00006204044,0.001097273,0.02349683,0.0002395141,0.000686472,0.0005790874,0.0002818387,0.0001295433,0.06140455,0.2446248,0.6673321],"study_design_scores_gemma":[0.00004814703,0.00003277204,0.001596324,0.06270611,0.0002168112,0.001918286,0.0004629813,0.00008808694,0.0000944515,0.01969351,0.9131144,0.00002809104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000155371,0.978211,0.00008885992,0.0165476,0.001180888,0.000005909169,0.00001258725,0.000002892003,0.003794844],"genre_scores_gemma":[0.006966517,0.9642673,0.0002897085,0.02329558,0.003757179,0.00002511361,0.00002892876,0.000004317858,0.001365336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01037161,"threshold_uncertainty_score":0.03469646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362242092566268,"score_gpt":0.4929963841573106,"score_spread":0.3567721749006838,"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."}}