{"id":"W4310336540","doi":"10.2196/37190","title":"Patient Perspectives on Value Dimensions of Lung Cancer Care: Cross-sectional Web-Based Survey","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Socioeconomic status; Family medicine; Lung cancer; Scale (ratio); Cross-sectional study; Health care; Cancer; Gerontology; Nursing; Environmental health; Population; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004022297,0.0001728125,0.0004110661,0.00109674,0.0004400694,0.000985173,0.0003018852,0.000695197,0.001607855],"category_scores_gemma":[0.008392338,0.0002190177,0.0005812703,0.001682146,0.0003665165,0.001118862,0.001214096,0.0008269886,0.0004159918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007056015,"about_ca_system_score_gemma":0.0005660523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003574658,"about_ca_topic_score_gemma":0.004457454,"domain_scores_codex":[0.9970891,0.001320418,0.0004754015,0.0002749105,0.0005404536,0.000299681],"domain_scores_gemma":[0.9910971,0.002859517,0.003709638,0.0002900753,0.0009988698,0.001044943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003603837,0.000084919,0.9966498,0.00002973116,0.0000350887,0.00002858282,0.0006670327,0.00004306631,0.00005031222,0.00001803621,0.0003564214,0.002000987],"study_design_scores_gemma":[0.00001241178,0.0001788975,0.9957327,0.00002740493,0.00001630995,0.0001665542,0.002831023,0.0002802515,0.00004838441,0.00002469733,0.0006715147,0.000009785311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972149,0.0001138623,0.0001113087,0.0002496512,0.000005539028,0.00006457891,0.00156329,0.000005120946,0.0006716602],"genre_scores_gemma":[0.9982887,0.0001178521,0.0001964736,0.0002265831,0.000007726731,0.0001008627,0.0009365219,0.000002003802,0.0001231876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004022297,"threshold_uncertainty_score":0.02127218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05336028348000807,"score_gpt":0.4330484496809824,"score_spread":0.3796881662009743,"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."}}