{"id":"W4413182431","doi":"10.3390/curroncol32080451","title":"Experiences of Advanced Non-Small Cell Lung Cancer Patients with Targeted Therapy Using Journey Mapping: A Qualitative Study","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Anhui Medical University; National Natural Science Foundation of China","keywords":"Medicine; Lung cancer; Quality of life (healthcare); Anxiety; Psychological intervention; Disease; Patient experience; Qualitative research; Targeted therapy; Cancer; Intensive care medicine; Oncology; Internal medicine; Health care; Nursing; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01072436,0.0007670292,0.001103353,0.001176522,0.007699471,0.004965304,0.001813565,0.001877211,0.003260691],"category_scores_gemma":[0.01489542,0.0007580756,0.0005910381,0.001338642,0.007246085,0.005635647,0.007288822,0.004315331,0.0004465449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004415275,"about_ca_system_score_gemma":0.004898091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006990924,"about_ca_topic_score_gemma":0.01277563,"domain_scores_codex":[0.9921365,0.005891211,0.0002156694,0.0003770455,0.0004179745,0.0009616175],"domain_scores_gemma":[0.985907,0.009882112,0.0009629456,0.000312143,0.001062929,0.001872949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003079787,0.00003995046,0.001256809,0.0001134887,0.000003696384,0.0003794105,0.9952453,0.00002607368,0.0002240908,0.0005607432,0.0003476937,0.001771882],"study_design_scores_gemma":[0.000002985416,0.00003317201,0.0004514332,0.00008492263,0.000002086481,0.0001215899,0.9961601,0.00003806188,0.00005935955,0.0001344985,0.002904066,0.000007607426],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888142,0.00090942,0.002017884,0.003256291,0.00009362277,0.0002705494,0.0002237082,0.00001744329,0.004396932],"genre_scores_gemma":[0.9943992,0.00122201,0.001026967,0.0009349188,0.00002141027,0.0003640786,0.00009760942,0.00002509329,0.001908511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01072436,"threshold_uncertainty_score":0.05671644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07399336612741549,"score_gpt":0.4823931383254396,"score_spread":0.4083997721980241,"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."}}