{"id":"W4386129957","doi":"10.1097/01.nurse.0000946792.03627.74","title":"The case against futility","year":2023,"lang":"en","type":"article","venue":"Nursing","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care","funders":"","keywords":"Terminology; Engineering ethics; Health care; Management science; Epistemology; Psychology; Risk analysis (engineering); Medicine; Political science; Engineering; Law; Philosophy; Linguistics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002774303,0.00004069417,0.00006655,0.00003735865,0.0002938391,0.000008658813,0.00003079566,0.00003732499,0.000002185858],"category_scores_gemma":[0.000456471,0.00002507346,0.0000239142,0.0002761942,0.0001534087,0.00001848116,0.000009846488,0.0001361612,0.00006451721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005512121,"about_ca_system_score_gemma":0.00003671443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009426724,"about_ca_topic_score_gemma":0.000002866857,"domain_scores_codex":[0.9994995,0.00001514548,0.00008262944,0.0001364495,0.00006462843,0.0002016233],"domain_scores_gemma":[0.9995191,0.0000601334,0.00001782613,0.0003258231,0.00003628261,0.00004087394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003970873,0.00001996184,0.002039808,0.00002182721,0.000004729137,0.0007388779,0.0001844587,6.099405e-7,0.000539393,0.001095846,0.009853134,0.9854617],"study_design_scores_gemma":[0.002326396,0.0006946482,0.5366843,0.0007553461,0.0001113809,0.008594342,0.03400837,0.003767705,0.02905915,0.05034809,0.333204,0.000446264],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589547,0.0005387596,0.00001384152,0.02386593,0.0004094633,0.0001758776,7.544543e-7,0.000486245,0.01555444],"genre_scores_gemma":[0.9990973,0.00009672889,0.0001033538,0.000123063,0.0001243264,0.000007545244,0.000002162452,0.000005688172,0.0004397742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9850154,"threshold_uncertainty_score":0.2260003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06392303464390323,"score_gpt":0.3907624174452834,"score_spread":0.3268393828013801,"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."}}