{"id":"W4379932627","doi":"10.1177/27536386231178965","title":"Characteristics and paramedic management of patients enrolled in a novel assess, see, treat and refer palliative care clinical pathway: A retrospective descriptive cohort study","year":2023,"lang":"en","type":"article","venue":"Paramedicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Island Health; Research Canada","funders":"","keywords":"Medicine; Palliative care; Emergency department; Retrospective cohort study; Cohort; Intervention (counseling); Emergency medicine; Family medicine; Medical emergency; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007780434,0.0002705777,0.0005690796,0.001258636,0.0006831068,0.0009313586,0.0005743872,0.0006561661,0.002048584],"category_scores_gemma":[0.00263456,0.0004512054,0.0005936389,0.001495196,0.0003877065,0.001240864,0.0008421226,0.0007593268,0.0005454261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007044241,"about_ca_system_score_gemma":0.0006666842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003622851,"about_ca_topic_score_gemma":0.004061906,"domain_scores_codex":[0.9991146,0.0001127976,0.0001573756,0.0002684838,0.0001752023,0.000171657],"domain_scores_gemma":[0.9985057,0.000203884,0.0007479984,0.0001003094,0.0001525495,0.0002894749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006865861,0.00007041462,0.9989448,0.00001197227,0.00002048356,0.0001560708,0.0001662963,0.00001368619,0.00007655538,0.00001138124,0.00008896439,0.0003708384],"study_design_scores_gemma":[0.00001496509,0.0004768314,0.9957446,0.00002797623,0.00002453117,0.001239061,0.00195002,0.0001476684,0.00003957143,0.00002226339,0.0003020444,0.00001039922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989846,0.0001502465,0.0000546374,0.00002678049,0.000005362281,0.00004450325,0.0004930862,0.000001853218,0.0002388818],"genre_scores_gemma":[0.9988827,0.0001381378,0.00007033005,0.00005421412,0.00001019024,0.00007365516,0.0006706282,0.000002518875,0.00009757666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003622851,"threshold_uncertainty_score":0.007203519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1604868353650105,"score_gpt":0.4363247411364909,"score_spread":0.2758379057714805,"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."}}