{"id":"W4417255316","doi":"10.1016/j.jacadv.2025.102291","title":"Inpatient Tobacco Cessation Counseling and Treatment","year":2025,"lang":"en","type":"article","venue":"JACC Advances","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"National Institutes of Health","keywords":"Smoking cessation; Tobacco use; MEDLINE; Quit smoking; Smoking prevention","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":[],"consensus_categories":[],"category_scores_codex":[0.00004193985,0.00006396486,0.00009883157,0.000060553,0.0000628659,0.00001449469,0.00001399493,0.00003121638,0.00002030086],"category_scores_gemma":[0.00001740598,0.00004967953,0.00001804245,0.00009813449,0.00001955574,0.0001055535,0.000005334071,0.00003182373,9.207655e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008801176,"about_ca_system_score_gemma":0.00002845731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002319756,"about_ca_topic_score_gemma":0.00001391542,"domain_scores_codex":[0.9995953,0.000008497107,0.0001041722,0.0001272169,0.00009400364,0.00007085083],"domain_scores_gemma":[0.9997857,0.00003071353,0.0000335526,0.00008564653,0.00004177149,0.00002266141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004487464,0.00006323361,0.6461658,0.00001557109,0.00001065487,0.000001862073,0.0003410531,0.00001468414,0.000314537,0.0002249144,0.00005102705,0.3527517],"study_design_scores_gemma":[0.00195202,0.0003443898,0.9416566,0.0001916368,0.0001857776,0.00000534006,0.001222056,0.000108867,0.008989983,0.0007793323,0.04444886,0.0001151082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948984,0.0009908949,0.0005667295,0.0003056766,0.0002270859,0.0001661309,0.000001811907,0.00004202782,0.002801225],"genre_scores_gemma":[0.9978895,0.0009646093,0.0002457653,0.0001749298,0.00004423395,0.00003156786,0.00002154063,0.000003660873,0.0006241596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3526366,"threshold_uncertainty_score":0.2025873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669397783175929,"score_gpt":0.3195553394416167,"score_spread":0.3028613616098574,"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."}}