{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006576906,0.0001242954,0.0001905566,0.0003029581,0.0009629288,0.0005442659,0.0004963971,0.000456924,0.01545835],"category_scores_gemma":[0.003869445,0.00011373,0.0002159134,0.0003111926,0.0002222707,0.0002723664,0.0009886214,0.0008335512,0.001247187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009984158,"about_ca_system_score_gemma":0.003370243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004937739,"about_ca_topic_score_gemma":0.01313001,"domain_scores_codex":[0.9992083,0.0002188325,0.00009630647,0.00005620326,0.0002433894,0.0001769625],"domain_scores_gemma":[0.9960306,0.0003885999,0.001116693,0.0001272192,0.0003985015,0.001938347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001870443,0.002733773,0.4857906,0.0007251775,0.00007149849,0.0009933823,0.001032572,0.0003161215,0.0021607,0.0008713757,0.05455548,0.4505623],"study_design_scores_gemma":[0.0001360972,0.001680769,0.927204,0.001665755,0.00006903706,0.002651492,0.002759366,0.001234004,0.0009571,0.001084565,0.060529,0.00002882254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8623991,0.006811525,0.002325249,0.02844108,0.0005395486,0.000813237,0.001250918,0.0004412925,0.09697804],"genre_scores_gemma":[0.9752629,0.00515219,0.003011176,0.007081688,0.0006104811,0.0002873439,0.001331188,0.00002697327,0.007236039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01545835,"threshold_uncertainty_score":0.05171329,"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."}}