{"id":"W7067369812","doi":"","title":"Medical Futility: Interdisciplinary and International Perspectives","year":2019,"lang":"en","type":"book","venue":"CLOK (University of Central Lancashire)","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm; Mediation; Work (physics); Test (biology); Human rights; Alternative dispute resolution; Complement (music); Dispute resolution; Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002609415,0.0001984921,0.0005705162,0.0001600875,0.00008732312,0.000009234714,0.0002863823,0.0007352119,0.002036935],"category_scores_gemma":[0.00008737393,0.0002158833,0.0001955785,0.00005217529,0.0004835016,0.0000892703,0.0004438318,0.001214487,0.00004252853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003498358,"about_ca_system_score_gemma":0.001234959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006249003,"about_ca_topic_score_gemma":0.0001504263,"domain_scores_codex":[0.9984695,0.00004630283,0.000191917,0.0004328035,0.00058992,0.0002695264],"domain_scores_gemma":[0.9987662,0.0001367017,0.000163688,0.0002972423,0.0002490834,0.0003870642],"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":[0.003991242,0.001120519,0.05173736,0.01183273,0.002752714,0.006156574,0.1101555,0.000001114044,0.00001797735,0.1983839,0.5052738,0.1085766],"study_design_scores_gemma":[0.00305397,0.0006550546,0.04982134,0.00226574,0.0004965327,0.000297735,0.0147436,0.0004703825,0.000001681686,0.005011627,0.9226148,0.0005675954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02394758,0.007182531,0.00008683244,0.0243402,0.001407247,0.0005228372,0.0002612399,0.00008084358,0.9421707],"genre_scores_gemma":[0.2846687,0.006818162,0.0002775295,0.0002304381,0.001085517,1.349461e-7,0.0003165845,0.00002968924,0.7065732],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4173409,"threshold_uncertainty_score":0.9988753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02112606641035762,"score_gpt":0.3072553459309871,"score_spread":0.2861292795206295,"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."}}