{"id":"W4309855331","doi":"10.3390/curroncol29120713","title":"Advancing Tobacco Cessation in LMICs","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Psychological intervention; Medicine; Smoking cessation; Low and middle income countries; Tobacco control; Context (archaeology); Environmental health; Tobacco use; Developing country; Economic growth; Public health; Pathology; Population; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004691439,0.0002211801,0.001164976,0.0004204732,0.00004995118,0.000007372756,0.0001213352,0.0002762603,0.0008932665],"category_scores_gemma":[0.0002648444,0.000205219,0.0002151662,0.0004655759,0.00002709029,0.00004873342,0.00008478305,0.001052729,0.00001285849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002358181,"about_ca_system_score_gemma":0.000846072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001002528,"about_ca_topic_score_gemma":0.00001770579,"domain_scores_codex":[0.998351,0.0002301854,0.0005688237,0.0003551407,0.0002382068,0.0002566229],"domain_scores_gemma":[0.999094,0.0002011797,0.0003278666,0.0002637802,0.00004582257,0.00006733944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006688579,0.0002719026,0.0054426,0.003006303,0.00001126069,0.00002950848,0.0000856991,5.693049e-7,5.97689e-8,0.00003051839,0.0006975578,0.9904173],"study_design_scores_gemma":[0.0004810094,0.0001642583,0.0008407551,0.003409539,0.0006737643,0.00007594489,0.00007022017,0.000002798023,1.373382e-7,0.00001760573,0.9941029,0.0001610795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006141783,0.9924102,0.00002274423,0.0000311629,0.004885827,0.0007408352,0.0000117439,0.00004892997,0.001234315],"genre_scores_gemma":[0.00007388532,0.9980351,0.00002589365,0.00002558435,0.0004296286,0.0003873442,0.0009275868,0.00003552574,0.0000593945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9934053,"threshold_uncertainty_score":0.9780642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2451376057370566,"score_gpt":0.4996935277327715,"score_spread":0.2545559219957149,"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."}}