{"id":"W3155389556","doi":"10.2147/ppa.s299399","title":"Differences in Lung Cancer Treatment Preferences Among Oncologists, Patients and Family Members: A Semi-Structured Qualitative Study in China","year":2021,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"National Natural Science Foundation of China","keywords":"Medicine; Thematic analysis; Family medicine; Quality of life (healthcare); Lung cancer; Qualitative research; Family member; China; Preference; Alternative medicine; Nursing; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001091656,0.0004031536,0.0007645799,0.0001440046,0.00008619279,0.00007380771,0.00008490448,0.0001211637,0.0001080393],"category_scores_gemma":[0.00007573402,0.0002849468,0.00004798479,0.0003648061,0.0001601968,0.0002311074,0.0001199615,0.0002215683,9.873752e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004681819,"about_ca_system_score_gemma":0.0002857985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0114879,"about_ca_topic_score_gemma":0.03113471,"domain_scores_codex":[0.9974343,0.0003502033,0.0005513504,0.0008952251,0.0003670605,0.0004019252],"domain_scores_gemma":[0.9990293,0.0002015437,0.0002002876,0.0002510848,0.0001241449,0.0001936375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001954617,0.002053829,0.9119269,0.0001285929,0.0001335842,0.00006030881,0.06428044,0.000003816516,0.00002669408,0.00001977523,0.00001830227,0.0211523],"study_design_scores_gemma":[0.005149125,0.00352031,0.966418,0.0009254641,0.0001517843,0.000001633974,0.02288055,0.0001376955,0.0003156678,0.0002005606,0.00001181467,0.0002874417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935418,0.003742302,0.000001315331,0.00008871927,0.0001387058,0.001776346,0.00008098657,0.0000252157,0.0006045697],"genre_scores_gemma":[0.9939961,0.004355268,0.00008139868,0.00006683926,0.00001667295,0.001312353,0.0000535209,0.00001382682,0.0001039609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05449107,"threshold_uncertainty_score":0.9999602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05349840012336392,"score_gpt":0.353232746966549,"score_spread":0.2997343468431851,"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."}}