{"id":"W4407349102","doi":"10.1111/add.70013","title":"Personalized chat‐based support for smoking cessation among smokers with mental health symptoms in the workplace: A randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"Addiction","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Randomized controlled trial; Mental health; Smoking cessation; Anxiety; Intervention (counseling); Abstinence; Odds ratio; Physical therapy; Psychiatry; Internal medicine","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":[0.002643125,0.0001638928,0.0007413367,0.0002895731,0.000223199,0.0000493825,0.00005790903,0.0001122182,0.00008741459],"category_scores_gemma":[0.0001626383,0.0001017759,0.0002488729,0.0003670416,0.0001079358,0.0001122054,0.000004173779,0.0001911689,2.387674e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003296149,"about_ca_system_score_gemma":0.0003349332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000170069,"about_ca_topic_score_gemma":0.00005141541,"domain_scores_codex":[0.9982059,0.0003719545,0.0005134234,0.0002492841,0.000437947,0.0002214916],"domain_scores_gemma":[0.9989381,0.0004721171,0.000304718,0.0001642951,0.00008072844,0.00004004857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9688657,0.0002457469,0.02562528,0.00003426274,0.0002372547,0.000001431675,0.001327663,0.00003300246,0.00001537614,0.0003276466,0.001244547,0.002042109],"study_design_scores_gemma":[0.9709026,0.0006351406,0.02262592,0.0003357657,0.0007430328,0.000003121608,0.0008522335,0.003150331,0.00005255319,0.00002310596,0.0005856865,0.00009056318],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724864,0.00008693978,0.007523521,0.004867339,0.0007973603,0.01316619,0.00001274553,0.00009460176,0.0009648371],"genre_scores_gemma":[0.9937873,0.00001963135,0.00004824256,0.001105724,0.0001152292,0.003710349,0.000647802,0.00001518514,0.0005505041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02130087,"threshold_uncertainty_score":0.4150299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322848897585038,"score_gpt":0.3055611163995141,"score_spread":0.2923326274236637,"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."}}