{"id":"W2319067276","doi":"10.1017/s1478951513000424","title":"Did she suffer?","year":2013,"lang":"en","type":"article","venue":"Palliative & Supportive Care","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Content (measure theory); Computer science; World Wide Web; Internet privacy; Link (geometry); Information retrieval; Psychology; Computer network; Mathematics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003222243,0.0003151761,0.0005316542,0.00009208561,0.0007177421,0.00001595639,0.0002433563,0.0003842554,0.007238447],"category_scores_gemma":[0.0003246093,0.0002456215,0.0001468689,0.0001951061,0.00008859613,0.000206105,0.0001449542,0.0009755502,0.007006301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005052554,"about_ca_system_score_gemma":0.0005354498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002477877,"about_ca_topic_score_gemma":0.001411695,"domain_scores_codex":[0.99638,0.0008812848,0.0008011475,0.000535354,0.000396055,0.001006154],"domain_scores_gemma":[0.9964541,0.0004966762,0.0003824949,0.0004430941,0.001787195,0.000436508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002607947,0.000060149,0.7593336,0.002391224,0.0001072242,0.00002888558,0.1636663,8.393414e-7,0.0002058421,0.006464347,0.05809077,0.009624786],"study_design_scores_gemma":[0.0006248075,0.0002207805,0.6217273,0.00054761,0.00001635284,3.822171e-7,0.306152,0.00001378497,0.0001016766,0.0006808813,0.06956272,0.0003517206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8250318,0.0037644,0.0003010302,0.009706511,0.002075893,0.004403153,0.0003062822,0.0003715057,0.1540395],"genre_scores_gemma":[0.9907791,0.0002436937,0.0001388003,0.001984333,0.0007553758,0.00146507,0.0001246138,0.00005842637,0.004450593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1657474,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005872872941353,"score_gpt":0.4588203621500096,"score_spread":0.3582330748558743,"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."}}