{"id":"W7126032588","doi":"10.18332/popmed/215739","title":"The effects of smoking cessation on the progression of depressive disorders: A systematic review and meta analysis","year":2025,"lang":"","type":"article","venue":"Population Medicine","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Smoking cessation; Depression (economics); MEDLINE; Depressive symptoms","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002364142,0.0002925034,0.002002608,0.0004004787,0.0003338921,0.00001678415,0.000200862,0.0001349636,0.00005884141],"category_scores_gemma":[0.0051993,0.000129783,0.0003674746,0.001993218,0.0002956039,0.00008299066,0.00005387006,0.0002669572,1.440452e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005007625,"about_ca_system_score_gemma":0.00003456688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002936393,"about_ca_topic_score_gemma":0.00003219163,"domain_scores_codex":[0.9960133,0.001007941,0.001469892,0.0003353868,0.0009848851,0.0001885451],"domain_scores_gemma":[0.993813,0.003181021,0.001777541,0.0008278619,0.0003469739,0.00005361103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001389592,0.0003088012,0.2616952,0.6568026,0.06375631,0.000001868394,0.001699151,0.00004254493,0.0002158284,0.01184467,0.0002614994,0.003232578],"study_design_scores_gemma":[0.0007832817,0.0003260385,0.2507731,0.0719134,0.6745393,8.203761e-7,0.0004111611,0.0003960259,0.0004226449,0.0003380959,0.000003991028,0.00009218281],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.216135,0.7361944,0.002224532,0.02912291,0.0008644544,0.01467398,0.00001649982,0.00005264976,0.0007155291],"genre_scores_gemma":[0.9806545,0.01823932,0.000004459415,0.000442484,0.00003061706,0.0003758497,0.00006009713,0.00001319006,0.0001794523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7645195,"threshold_uncertainty_score":0.6224423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347538659382602,"score_gpt":0.352976329083978,"score_spread":0.329500942490152,"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."}}