{"id":"W7009353035","doi":"","title":"Doctors, Lawyers and Advance Care Planning: Time for Innovation to Work Together to Meet Client Needs.","year":2016,"lang":"en","type":"article","venue":"UTS ePRESS (University of Technology Sydney)","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Advance care planning; Directive; Work (physics); Action (physics); Health care; Health professionals","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":[],"consensus_categories":[],"category_scores_codex":[0.00005364853,0.0001017581,0.0002858352,0.0006888594,0.00004735809,0.000001450507,0.0001543765,0.000167871,0.00002235086],"category_scores_gemma":[0.0002046901,0.00009074643,0.00003518921,0.0007099544,0.0001564414,0.00006551696,0.0001268146,0.00004529355,0.00000748757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000574438,"about_ca_system_score_gemma":0.00002153421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002087229,"about_ca_topic_score_gemma":0.000009926786,"domain_scores_codex":[0.9994118,0.000007906505,0.0001108848,0.0002097447,0.00009469121,0.0001650264],"domain_scores_gemma":[0.9992607,0.00006381991,0.00008758555,0.0002438848,0.0002813791,0.00006257754],"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":[0.002368229,0.0001285303,0.7016463,0.0003451263,0.0003674932,0.00003970568,0.02253992,0.00003842515,0.1072991,0.02104427,0.03295822,0.1112247],"study_design_scores_gemma":[0.003476054,0.001202402,0.01232809,0.002876929,0.0001666782,0.000003668867,0.01913895,0.000008675924,0.06982011,0.0007925539,0.8898234,0.0003624748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841517,0.0005211356,0.005918279,0.0071959,0.00006049738,0.0003368865,0.0000533517,0.00009067661,0.001671616],"genre_scores_gemma":[0.9724801,0.00004708367,0.02437887,0.0002216447,0.0000220417,0.000003416424,0.0000114557,0.00001395468,0.002821482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8568652,"threshold_uncertainty_score":0.3700532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010703881136877,"score_gpt":0.3299210330358861,"score_spread":0.2898139942245173,"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."}}