{"id":"W2096061938","doi":"10.1186/s12913-015-1104-9","title":"Determinants of patient-reported experience of cancer services responsiveness","year":2015,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"Canadian Cancer Society Research Institute","keywords":"Medicine; Nursing research; Health administration; Health informatics; Psychological intervention; Patient experience; Family medicine; Descriptive statistics; Health care; Cross-sectional study; Public health; Cancer; Health services research; Logistic regression; Nursing; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00391087,0.0002256732,0.000776177,0.0006536895,0.0007501112,0.000007196446,0.0006631239,0.000309394,0.0002437754],"category_scores_gemma":[0.0002354204,0.0002046144,0.0000649889,0.001585868,0.0002082111,0.0003595991,0.0005207221,0.0007929345,0.00006718223],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006954756,"about_ca_system_score_gemma":0.006790794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1222148,"about_ca_topic_score_gemma":0.03808939,"domain_scores_codex":[0.9888226,0.004654507,0.002395675,0.0005955343,0.002183906,0.001347784],"domain_scores_gemma":[0.9901435,0.001572995,0.001759718,0.001084161,0.004561384,0.0008782481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009166118,0.00005685001,0.8984734,0.01490668,0.000009290111,0.000003677051,0.08273438,0.00003407164,0.0001327098,0.00003451891,0.00003035671,0.002667426],"study_design_scores_gemma":[0.0009914222,0.0005233852,0.8636759,0.004144727,0.000004337378,0.000001700974,0.1258564,0.0007730983,0.001317994,0.0001397467,0.00242789,0.0001433687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934599,0.002409581,0.000005976169,0.0001286699,0.001079994,0.002430428,0.000136984,0.00005976714,0.0002887276],"genre_scores_gemma":[0.9971701,0.000393154,0.0005385943,0.0005401388,0.0001100099,0.000994396,0.00002362242,0.00004593691,0.0001840807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08412542,"threshold_uncertainty_score":0.9988398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2529175269022195,"score_gpt":0.5823750870781986,"score_spread":0.3294575601759791,"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."}}