{"id":"W2402093551","doi":"10.1136/bmjopen-2015-010451","title":"Factors influencing communication and decision-making about life-sustaining technology during serious illness: a qualitative study","year":2016,"lang":"en","type":"article","venue":"BMJ Open","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; British Columbia Centre of Excellence for Women's Health; University Health Network; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Qualitative research; Epidemiology; Medical decision making; Gerontology; Nursing; Family medicine; Pathology; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007666433,0.000149416,0.0004817831,0.0002285225,0.0001773653,0.00003429861,0.0003216602,0.00008596402,0.00002893097],"category_scores_gemma":[0.003781511,0.00009701946,0.00003169399,0.0002893226,0.0001340182,0.0002815159,0.0007395321,0.000119885,0.000004471733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009895137,"about_ca_system_score_gemma":0.0001162285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001712368,"about_ca_topic_score_gemma":0.00009533956,"domain_scores_codex":[0.9987614,0.0001546405,0.0004352788,0.0002466651,0.0002103528,0.0001917345],"domain_scores_gemma":[0.9978716,0.001002528,0.0002785291,0.0005392575,0.0002368463,0.00007125933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006012281,0.0001026847,0.6200004,0.0001197699,0.0002249816,0.00003146738,0.3315012,0.000002807828,0.001295681,0.0003227771,0.000029226,0.04576786],"study_design_scores_gemma":[0.003030303,0.0003722738,0.1906751,0.008386057,0.00007059085,0.000008201955,0.7939128,0.000009167861,0.001213778,0.001765193,0.0003162422,0.000240296],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954876,0.0006407421,0.0002851192,0.0003521497,0.00002899431,0.002613708,0.000005599004,0.00004761594,0.0005384587],"genre_scores_gemma":[0.9964537,0.00009990986,0.003063426,0.00006042838,0.0000180269,0.0002337339,0.000001606785,0.0000198602,0.00004928042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4624117,"threshold_uncertainty_score":0.4527096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1728573742101482,"score_gpt":0.5309991872451527,"score_spread":0.3581418130350045,"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."}}