{"id":"W3092074431","doi":"10.1200/jco.2020.38.29_suppl.160","title":"Demographic, socioeconomic, and clinical factors associated with oncology patient experience in the Ontario cancer system.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Cancer Care Ontario; University of Toronto","funders":"","keywords":"Medicine; Socioeconomic status; Cancer; Health care; Logistic regression; Family medicine; Patient experience; Disease; Internal medicine; Immigration; Demography; Gerontology; Population; Environmental health","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":[0.0004660777,0.0001385321,0.0001275758,0.0006165516,0.00110517,0.0005983057,0.0004201995,0.0002361475,0.003700524],"category_scores_gemma":[0.003655707,0.000159363,0.0003095752,0.001338115,0.0004207813,0.0003521535,0.0008142014,0.0004710046,0.0001937731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004098125,"about_ca_system_score_gemma":0.005335661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7545201,"about_ca_topic_score_gemma":0.8377703,"domain_scores_codex":[0.9994528,0.0000659263,0.0000563238,0.00005824209,0.0001850044,0.000181637],"domain_scores_gemma":[0.9975381,0.0001879194,0.001072192,0.00006599588,0.0004080648,0.0007277255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001200874,0.00001259517,0.9983392,0.000006416814,0.000008288562,0.00001638349,0.0002715206,0.00001673737,0.00001740235,0.000009514255,0.0005916097,0.0006983365],"study_design_scores_gemma":[0.000001146512,0.000009778998,0.9989392,0.000007399647,0.000002856662,0.00001813871,0.0006623595,0.00004637105,0.000004648239,0.000003737922,0.0003025399,0.000001698287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946373,0.0001207696,0.00002747267,0.0004834232,0.000007068227,0.00002807775,0.002593956,0.000004358489,0.002097451],"genre_scores_gemma":[0.9986408,0.0000644313,0.00003210402,0.00005743167,0.000004205693,0.00001516934,0.0008527794,0.000001387818,0.0003316748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2454799,"threshold_uncertainty_score":0.4938511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4356633769478945,"score_gpt":0.5747479909744866,"score_spread":0.1390846140265921,"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."}}