{"id":"W3120735705","doi":"10.21203/rs.2.16031/v1","title":"Perceptions and Attitudes about the Concept and Approach of Palliative Care among Carer’s and Family Members of Patients on End-of-Life Care: A Cross-sectional Survey","year":2019,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health","funders":"","keywords":"Palliative care; Cross-sectional study; Medicine; Family medicine; Inclusion (mineral); Confidence interval; Univariate analysis; Univariate; Multivariate analysis; Nursing; Psychology; Multivariate statistics; Social psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004249574,0.000554018,0.001573949,0.001180586,0.0004151626,0.0001149058,0.000652687,0.0007176233,0.00009178741],"category_scores_gemma":[0.005527752,0.0004211105,0.0003084546,0.0009128625,0.00712172,0.0001459948,0.001726251,0.002886544,0.000002578838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005134047,"about_ca_system_score_gemma":0.002033876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01944674,"about_ca_topic_score_gemma":0.001306061,"domain_scores_codex":[0.9888406,0.003056358,0.001173294,0.001324754,0.004634439,0.0009705139],"domain_scores_gemma":[0.9804407,0.006142138,0.0004707039,0.001188132,0.01121249,0.0005458046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001222695,0.0003915605,0.9380743,0.01040356,0.0005078026,0.000004069889,0.04725394,0.000303952,0.0001623889,0.0002470758,0.0002793666,0.001149318],"study_design_scores_gemma":[0.002523159,0.002166027,0.9521129,0.003483327,0.000047273,4.390185e-7,0.03848513,0.0001721459,0.000427607,0.00004264913,0.0002533456,0.0002860289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653991,0.02341324,0.00003616425,0.00004295114,0.0001253071,0.003861025,0.005316338,0.00001893922,0.001786898],"genre_scores_gemma":[0.9872412,0.01015861,0.0002641254,0.00001187556,0.0001254982,0.000281633,0.001704084,0.00007857314,0.0001344001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02184206,"threshold_uncertainty_score":0.999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2853979698958534,"score_gpt":0.5120929603466113,"score_spread":0.226694990450758,"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."}}