{"id":"W4388670518","doi":"10.1007/s13187-023-02379-5","title":"Enhancing Symptom Screening and Patient Education Among Patients with Metastatic Lung Cancer: a Qualitative Analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Toronto; Queen's University; Canada Research Chairs; Health Sciences Centre; McGill University Health Centre; Sunnybrook Health Science Centre","funders":"Ontario Institute for Cancer Research","keywords":"Medicine; Thematic analysis; Family medicine; Population; Qualitative research; Quality of life (healthcare); Patient education; Patient experience; Health care; Lung cancer; Physical therapy; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002758746,0.0001468218,0.0003901561,0.0007369947,0.00007525911,0.0000454427,0.00005271841,0.00003481591,0.00005570959],"category_scores_gemma":[0.00006111155,0.0001156811,0.0001190701,0.001537967,0.00004503129,0.000324507,0.00001411431,0.0001835045,3.700793e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004031197,"about_ca_system_score_gemma":0.001805494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006338637,"about_ca_topic_score_gemma":0.005503028,"domain_scores_codex":[0.9985105,0.0001139212,0.0004691899,0.0001857008,0.0005445907,0.000176121],"domain_scores_gemma":[0.9977195,0.0001081597,0.000690778,0.0001312018,0.001154643,0.000195702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001922989,0.0001657355,0.8135903,0.000205807,0.001319128,0.000001394482,0.05312562,0.0002486205,0.00005061679,0.000009062852,0.001011575,0.1300799],"study_design_scores_gemma":[0.0007033583,0.0003034658,0.88608,0.001421596,0.004201669,0.000004118812,0.1055399,0.0002718013,0.000377389,0.00003172664,0.0008759372,0.000188983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922944,0.004836086,0.0006715939,0.0009587793,0.0008609726,0.0003004306,0.00001204193,0.00002199058,0.00004373747],"genre_scores_gemma":[0.9979977,0.0005167006,0.000566556,0.0003447822,0.0002287153,0.0001239298,0.00003514213,0.00002856204,0.0001579198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1298909,"threshold_uncertainty_score":0.9582165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206050771095177,"score_gpt":0.3930527275314078,"score_spread":0.380992219820456,"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."}}