{"id":"W4408806399","doi":"10.1101/2025.03.21.25324390","title":"Economic evaluation of a hospital-initiated tobacco dependence treatment service","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Business; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01011114,0.001581464,0.001354325,0.001586522,0.0008870401,0.002317117,0.002222073,0.001893229,0.009168292],"category_scores_gemma":[0.02409554,0.0006011683,0.002096268,0.001510839,0.001026681,0.00126446,0.001930547,0.001867222,0.0004106616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01835987,"about_ca_system_score_gemma":0.01101093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03599598,"about_ca_topic_score_gemma":0.01706891,"domain_scores_codex":[0.9861078,0.01137572,0.0004053376,0.000291294,0.0008076005,0.001012288],"domain_scores_gemma":[0.9809972,0.01294571,0.001499585,0.0004505104,0.001662792,0.002444231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.223748,0.0384501,0.042127,0.006816,0.003589258,0.001372984,0.0005341392,0.5027518,0.002793888,0.01082793,0.007651411,0.1593375],"study_design_scores_gemma":[0.08009651,0.1978106,0.07503536,0.001585427,0.003690928,0.0006245552,0.002650578,0.6236601,0.002519067,0.00423776,0.007662904,0.0004262298],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746147,0.002221776,0.004333614,0.001935003,0.0002552631,0.005125946,0.001842488,0.000102012,0.009569308],"genre_scores_gemma":[0.9960892,0.0003112144,0.001458787,0.0001524007,0.0000273667,0.0009428348,0.000406482,0.000005874742,0.0006059955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03599598,"threshold_uncertainty_score":0.1332108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08597592287864612,"score_gpt":0.3639094692162583,"score_spread":0.2779335463376122,"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."}}