{"id":"W4385291413","doi":"10.1177/20552076231190998","title":"Testing a modified electronic version of the Edmonton symptom assessment system-revised for remote online completion with ambulatory cancer patients in Alberta, Canada","year":2023,"lang":"en","type":"article","venue":"Digital Health","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Partenariat Canadien Contre Le Cancer; Alberta Health Services","keywords":"CLARITY; Test (biology); Ambulatory; Medicine; Consistency (knowledge bases); Confusion; Family medicine; Meaning (existential); Medical education; Psychology; Computer science; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01240993,0.0007561939,0.0004926419,0.000575882,0.001746499,0.001179057,0.001589749,0.0005239909,0.003633127],"category_scores_gemma":[0.02417676,0.0004342212,0.00114751,0.0009132356,0.0008480977,0.0006233096,0.001165796,0.0008598112,0.0008371135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01280909,"about_ca_system_score_gemma":0.02402934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7656584,"about_ca_topic_score_gemma":0.8620378,"domain_scores_codex":[0.9921565,0.002833606,0.0006630104,0.0005985991,0.002733122,0.001015164],"domain_scores_gemma":[0.982686,0.005163587,0.001200146,0.0006702422,0.009138482,0.001141484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002823835,0.007469838,0.7138696,0.00076195,0.0002455763,0.001068152,0.02354536,0.002463511,0.004136269,0.0004650115,0.01772734,0.2254236],"study_design_scores_gemma":[0.0009021455,0.00559567,0.9577383,0.0003523592,0.0001453346,0.000360066,0.0130138,0.004432354,0.002062895,0.0001244425,0.01513373,0.000138802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858008,0.0002088435,0.001277114,0.0007062323,0.00009636774,0.003472788,0.001257833,0.0001047606,0.007075212],"genre_scores_gemma":[0.9787152,0.000439325,0.01096494,0.0009390562,0.00005872097,0.002732354,0.001916052,0.00004001666,0.004194361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2343416,"threshold_uncertainty_score":0.4714432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723925883899248,"score_gpt":0.2901476382168823,"score_spread":0.2729083793778898,"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."}}