{"id":"W2909540161","doi":"10.1016/j.pec.2019.01.009","title":"Cancer information-seeking preferences linked to distinct patient experiences and differential satisfaction with cancer care","year":2019,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Patient satisfaction; Medicine; Ambulatory; Cancer; Family medicine; Seekers; Patient experience; Health care; Cancer survivor; Information exchange; Information seeking; Affect (linguistics); Quality (philosophy); Nursing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008958789,0.00009291617,0.0002369113,0.000687493,0.0003985672,0.0009681111,0.0001590975,0.0004091064,0.005183454],"category_scores_gemma":[0.008043366,0.00009191137,0.0004852698,0.0008791425,0.0003848805,0.0004202516,0.0006626343,0.0005371719,0.0002047123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003919166,"about_ca_system_score_gemma":0.0004083642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001564582,"about_ca_topic_score_gemma":0.002059374,"domain_scores_codex":[0.9990999,0.0003352092,0.0001043852,0.00007019187,0.0001461829,0.0002442945],"domain_scores_gemma":[0.9948021,0.002604011,0.001566518,0.0001006889,0.0003295889,0.000597042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006636029,0.0001994113,0.9891084,0.00003754747,0.000111529,0.000161355,0.002253048,0.00009996162,0.0006907776,0.0001832727,0.0001568437,0.006334221],"study_design_scores_gemma":[0.00001193873,0.0001637494,0.9955823,0.000009114718,0.00003324317,0.000305308,0.00303763,0.0002797739,0.0001928082,0.0001377501,0.0002360379,0.00001031103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990554,0.00004969971,0.00004880275,0.00007001279,0.000002606483,0.000005503221,0.000078397,0.000001410742,0.0006881018],"genre_scores_gemma":[0.9997514,0.00001462223,0.00004157095,0.00003000169,0.000002070229,0.000002736327,0.00005130083,9.513826e-7,0.000105513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005183454,"threshold_uncertainty_score":0.01734042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419257238351153,"score_gpt":0.3590852644562105,"score_spread":0.334892692072699,"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."}}