{"id":"W2035994379","doi":"10.1177/0272989x06290494","title":"Context Changes Choices: A Prospective Study of the Effects of Hospitalization on Life-Sustaining Treatment Preferences","year":2006,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Agency for Healthcare Research and Quality","keywords":"Context (archaeology); Prospective cohort study; Medicine; Psychology; Intensive care medicine; Internal medicine","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":[0.0019231,0.0002493632,0.0002805074,0.00041138,0.001291552,0.001182724,0.0003488064,0.0007637896,0.002159082],"category_scores_gemma":[0.005970061,0.0005674033,0.0005486986,0.0004961544,0.0004816398,0.0008885273,0.0008573123,0.001755499,0.0003018271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004884877,"about_ca_system_score_gemma":0.0006243771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006939624,"about_ca_topic_score_gemma":0.009419007,"domain_scores_codex":[0.998755,0.0006574056,0.00008214608,0.0001331874,0.0001431248,0.0002292198],"domain_scores_gemma":[0.9958365,0.001131529,0.00168978,0.0002866998,0.0002172826,0.0008382976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003309821,0.0007913046,0.9945832,0.00001431152,0.00005241039,0.00009101912,0.002043437,0.00003563473,0.0001144406,0.0000538054,0.0001412126,0.001748218],"study_design_scores_gemma":[0.00002263427,0.0008621255,0.9940661,0.00001602382,0.00002215104,0.0002167741,0.004089281,0.0001726933,0.00006913988,0.00005657145,0.0003928258,0.00001369942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995245,0.00007697503,0.00003475408,0.00003656814,0.000003018434,0.00001174239,0.00007529258,7.578518e-7,0.0002364271],"genre_scores_gemma":[0.9995995,0.00003751251,0.00006337276,0.00004057652,0.000002762837,0.00001297392,0.00008763325,8.543317e-7,0.0001549263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006939624,"threshold_uncertainty_score":0.01379848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06572774310177203,"score_gpt":0.4063462662940456,"score_spread":0.3406185231922735,"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."}}