{"id":"W4394015790","doi":"10.1016/j.jtocrr.2024.100674","title":"Treating Tobacco Dependency in National Health Service Workers in Greater Manchester: An Evaluation of a Bespoke Digital Service","year":2024,"lang":"en","type":"article","venue":"JTO Clinical and Research Reports","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Physicians for a Smoke-Free Canada","funders":"","keywords":"Bespoke; Dependency (UML); General partnership; Service (business); Health care; Health services; Nursing; Population; Medicine; Business; Environmental health; Marketing; Economic growth; Advertising; Engineering","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":[0.01316593,0.00008429447,0.0002510226,0.0003284678,0.00003906443,0.00007112056,0.00004148877,0.0001433653,0.0000541403],"category_scores_gemma":[0.000872015,0.00006563591,0.00004249849,0.0007849945,0.00005144656,0.0002920568,0.00005327303,0.0005001629,0.000002090559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002141786,"about_ca_system_score_gemma":0.001346668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467434,"about_ca_topic_score_gemma":0.001701195,"domain_scores_codex":[0.9963298,0.0003366985,0.0008903327,0.0004270432,0.001785118,0.0002309951],"domain_scores_gemma":[0.9984457,0.0002860189,0.00008878163,0.0001866762,0.0008471736,0.0001456417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001006185,0.0001917381,0.9196029,0.0001924131,0.00001063169,0.0001868719,0.0008822877,0.00001161125,0.00001846859,0.000005989435,0.00003507419,0.0787614],"study_design_scores_gemma":[0.0007005983,0.0002445528,0.9942375,0.0009435484,0.00001398582,0.0001224819,0.001035626,0.001719636,0.00002587468,0.0008366163,0.00006077799,0.00005881189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953219,0.0001670421,0.000001558192,0.002929564,0.0001150801,0.0004957103,0.000004003045,0.00001900275,0.0009461346],"genre_scores_gemma":[0.9994568,0.0000316243,0.00003431566,0.0001307132,0.000124858,0.00005047013,0.00007146384,0.00001218662,0.00008758043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07870259,"threshold_uncertainty_score":0.4563076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3574590611552675,"score_gpt":0.5499180261932134,"score_spread":0.1924589650379459,"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."}}